Overview
Dataset info
| Number of variables | 584 |
|---|---|
| Number of observations | 2040 |
| Total Missing (%) | 0.0% |
| Total size in memory | 9.1 MiB |
| Average record size in memory | 4.6 KiB |
Variables types
| Numeric | 246 |
|---|---|
| Categorical | 1 |
| Boolean | 5 |
| Date | 0 |
| Text (Unique) | 0 |
| Rejected | 332 |
| Unsupported | 0 |
Warnings
Air_Trans_Cap_Outlayis highly correlated withAir_Trans_Direct_Expend(ρ = 0.93523) RejectedAir_Trans_Constructionis highly correlated withAir_Trans_Cap_Outlay(ρ = 0.99045) RejectedAir_Trans_Current_Expis highly correlated withAir_Trans_Direct_Expend(ρ = 0.93984) RejectedAir_Trans_Direct_Expendis highly correlated withAir_Trans_Total_Expend(ρ = 0.92595) RejectedAir_Trans_IG_Local_Govtshas 707 / 34.7% zeros ZerosAir_Trans_IG_To_Statehas constant value 0 RejectedAir_Trans_Total_Expendhas 272 / 13.3% zeros ZerosAlcoholic_Beverage_Lichas 122 / 6.0% zeros ZerosAmusement_Licensehas 518 / 25.4% zeros ZerosAmusement_Taxhas 731 / 35.8% zeros ZerosBeg_LTD_Out_All_Otheris highly correlated withTotal_Beg_LTD_Out(ρ = 0.97486) RejectedBeg_LTD_Out_Educationhas 1891 / 92.7% zeros ZerosBeg_LTD_Out_Elec_Utilhas 2025 / 99.3% zeros ZerosBeg_LTD_Out_Elec_Utilis highly skewed (γ1 = 31.318) SkewedBeg_LTD_Out_Gas_Utilhas 2037 / 99.9% zeros ZerosBeg_LTD_Out_Gas_Utilis highly skewed (γ1 = 27.595) SkewedBeg_LTD_Out_Generalhas 985 / 48.3% zeros ZerosBeg_LTD_Out_Other_NECis highly correlated withBeg_LTD_Out_General(ρ = 0.94187) RejectedBeg_LTD_Out_Priv_Purphas 1885 / 92.4% zeros ZerosBeg_LTD_Out_Private_Purphas 1273 / 62.4% zeros ZerosBeg_LTD_Out_Trans_Utilis highly correlated withBeg_LTD_Out_Utility(ρ = 0.96643) RejectedBeg_LTD_Out_Utilityhas 2006 / 98.3% zeros ZerosBeg_LTD_Out_Utilityis highly skewed (γ1 = 26.939) SkewedBeg_LTD_Out_Water_Utilhas 2018 / 98.9% zeros ZerosBeg_LTD_Out_Water_Utilis highly skewed (γ1 = 25.99) SkewedBond_Fd_Cash___Sechas 34 / 1.7% zeros ZerosCen_Staff_Constructionhas 944 / 46.3% zeros ZerosCen_Staff_Current_Expis highly correlated withCen_Staff_Direct_Exp(ρ = 0.99768) RejectedCen_Staff_Direct_Expis highly correlated withCen_Staff_Total_Expend(ρ = 0.99892) RejectedCen_Staff_IG_Local_Govtshas 1352 / 66.3% zeros ZerosCen_Staff_IG_To_Statehas constant value 0 RejectedChg_Air_Transportationhas 1111 / 54.5% zeros ZerosChg_Elem_Ed_NEChas 1903 / 93.3% zeros ZerosChg_Elem_Ed_Sch_Lunchis highly correlated withChg_Total_Elem_Education(ρ = 0.96385) RejectedChg_Elem_Ed_Tuitionis highly correlated withChg_Elem_Ed_Sch_Lunch(ρ = 0.94394) RejectedChg_Highwayshas 62 / 3.0% zeros ZerosChg_Hospitalsis highly correlated withTotal_General_Charges(ρ = 0.91247) RejectedChg_Housing___Comm_Devhas 315 / 15.4% zeros ZerosChg_Misc_Com_Activhas 1601 / 78.5% zeros ZerosChg_Parkinghas 1940 / 95.1% zeros ZerosChg_Parks___Recreationhas 47 / 2.3% zeros ZerosChg_Regular_Highwayshas 183 / 9.0% zeros ZerosChg_Seweragehas 1683 / 82.5% zeros ZerosChg_Solid_Waste_Mgmthas 1298 / 63.6% zeros ZerosChg_Toll_Highwaysis highly correlated withChg_Highways(ρ = 0.99869) RejectedChg_Total_Educationis highly correlated withTotal_General_Charges(ρ = 0.9535) RejectedChg_Total_Elem_Educationhas 41 / 2.0% missing values MissingChg_Total_Elem_Educationhas 1827 / 89.6% zeros ZerosChg_Total_High_Edis highly correlated withChg_Total_Education(ρ = 0.99955) RejectedChg_Total_Nat_Reshas 39 / 1.9% zeros ZerosChg_Water_Transporthas 1353 / 66.3% zeros ZerosCorp_Net_Income_Taxis highly correlated withTotal_Income_Taxes(ρ = 0.9232) RejectedCorporation_Licensehas 61 / 3.0% zeros ZerosCorrect_Constructis highly correlated withCorrect_Cap_Outlay(ρ = 0.97994) RejectedCorrect_Current_Expis highly correlated withCorrect_Direct_Exp(ρ = 0.99824) RejectedCorrect_Direct_Expis highly correlated withCorrect_Total_Exp(ρ = 0.99826) RejectedCorrect_IG_Loc_Govtshas 594 / 29.1% zeros ZerosCorrect_IG_To_Stis highly correlated withIG_Exp_To_State_Govt(ρ = 1) RejectedCorrect_Total_Expis highly correlated withGeneral_Current_Oper(ρ = 0.95092) RejectedDeath_and_Gift_Taxhas 126 / 6.2% zeros ZerosDirect_Expenditureis highly correlated withTotal_IG_Expenditure(ρ = 0.9368) RejectedDirect_General_Expendis highly correlated withGeneral_Expenditure(ρ = 0.9576) RejectedDocum_and_Stock_Tr_Taxhas 748 / 36.7% zeros ZerosEduc_NEC_Assistancehas 541 / 26.5% zeros ZerosEduc_NEC_Cap_Outlayhas 47 / 2.3% zeros ZerosEduc_NEC_Constructionis highly correlated withEduc_NEC_Cap_Outlay(ρ = 0.99101) RejectedEduc_NEC_Current_Expis highly correlated withEduc_NEC_Direct_Expend(ρ = 0.99578) RejectedEduc_NEC_Direct_Expendhas 40 / 2.0% zeros ZerosEduc_NEC_IG_Local_Govtshas 1010 / 49.5% zeros ZerosEduc_NEC_IG_To_Statehas constant value 0 RejectedEduc_NEC_Total_Expendhas 40 / 2.0% zeros ZerosElec_Util_Cap_Outlayhas 1815 / 89.0% zeros ZerosElec_Util_Constructis highly correlated withElec_Util_Cap_Outlay(ρ = 0.97449) RejectedElec_Util_Current_Expis highly correlated withElec_Util_Total_Exp(ρ = 0.99221) RejectedElec_Util_Inter_Expis highly correlated withElectric_Utility_Rev(ρ = 0.92459) RejectedElec_Util_Total_Expis highly correlated withTotal_Util_Current_Exp(ρ = 0.91155) RejectedElectric_Utility_Revis highly correlated withTotal_Utility_Revenue(ρ = 0.98546) RejectedElem_Educ_Cap_Outlayhas 1504 / 73.7% zeros ZerosElem_Educ_Constructionis highly correlated withElem_Educ_Cap_Outlay(ρ = 0.98248) RejectedElem_Educ_Current_Expis highly correlated withElem_Educ_Direct_Exp(ρ = 0.99219) RejectedElem_Educ_Direct_Exphas 1273 / 62.4% zeros ZerosElem_Educ_IG_Local_Govtshas 666 / 32.6% zeros ZerosElem_Educ_IG_Sch_to_Schhas 1599 / 78.4% zeros ZerosElem_Educ_IG_To_Statehas constant value 0 RejectedElem_Educ_Total_Expis highly correlated withTotal_Educ_Current_Exp(ρ = 0.93853) RejectedEmp_Ret_Benefit_Paymtsis highly correlated withEmp_Ret_Total_Expend(ρ = 0.99973) RejectedEmp_Ret_From_Other_Govis highly correlated withEmp_Ret_Total_Ctrib(ρ = 0.93772) RejectedEmp_Ret_Int_Revis highly correlated withTotal_Emp_Ret_Rev(ρ = 0.98623) RejectedEmp_Ret_Loc_Emp_Ctribis highly correlated withEmp_Ret_Total_Ctrib(ρ = 0.91503) RejectedEmp_Ret_Loc_To_Loc_Syshas 2010 / 98.5% zeros ZerosEmp_Ret_Other_Earningshas constant value 0 RejectedEmp_Ret_Other_Paymtshas 1603 / 78.6% zeros ZerosEmp_Ret_Other_Paymtsis highly skewed (γ1 = 24.928) SkewedEmp_Ret_Sta_To_Sta_Ctrhas 594 / 29.1% zeros ZerosEmp_Ret_Total_Ctribis highly correlated withTotal_Insur_Trust_Ctrb(ρ = 0.93951) RejectedEmp_Ret_Total_Expendis highly correlated withWelf_Vend_Pmts_Medical(ρ = 0.93767) RejectedEmp_Ret_Withdrawalshas 49 / 2.4% zeros ZerosEmp_Retire_Cash___Secis highly correlated withInsur_Trust_Cash___Sec(ρ = 0.99901) RejectedEmp_Retire_Sec_Corp_Bdsis highly correlated withEmp_Retire_Sec_Tot_Nong(ρ = 0.91031) RejectedEmp_Retire_Sec_Corp_Stkis highly correlated withEmp_Retire_Sec_Tot_Nong(ρ = 0.96055) RejectedEmp_Retire_Sec_Misc_Invhas 836 / 41.0% zeros ZerosEmp_Retire_Sec_Mortgageshas 1059 / 51.9% zeros ZerosEmp_Retire_Sec_Oth_Nongis highly correlated withEmp_Retire_Sec_Tot_Nong(ρ = 0.91023) RejectedEmp_Retire_Sec_S_L_Securhas 1845 / 90.4% zeros ZerosEmp_Retire_Sec_Tot_Fedhas 193 / 9.5% zeros ZerosEmp_Retire_Sec_Tot_Nongis highly correlated withEmp_Retire_Total_Sec(ρ = 0.99616) RejectedEmp_Retire_Total_Secis highly correlated withEmp_Retire_Cash___Sec(ρ = 0.99921) RejectedEmp_Sec_Adm_Cap_Outlayhas 158 / 7.7% zeros ZerosEmp_Sec_Adm_Constructhas 1297 / 63.6% zeros ZerosEmp_Sec_Adm_Current_Expis highly correlated withEmp_Sec_Adm_Direct_Exp(ρ = 0.99906) RejectedEmp_Sec_Adm_Direct_Expis highly correlated withFed_IGR_Emp_Sec_Adm(ρ = 0.90417) RejectedFIPS_Code_Stateis highly correlated withState_Code(ρ = 0.99944) RejectedFed_IGR_Air_Transporthas 685 / 33.6% zeros ZerosFed_IGR_Educationis highly correlated withTotal_Fed_IG_Revenue(ρ = 0.94845) RejectedFed_IGR_Gen_Rev_Sharhas 1767 / 86.6% zeros ZerosFed_IGR_Gen_Supporthas 1583 / 77.6% zeros ZerosFed_IGR_Highwaysis highly correlated withFed_IGR_Education(ρ = 0.92516) RejectedFed_IGR_Hous_Com_Devhas 379 / 18.6% zeros ZerosFed_IGR_Natural_Reshas 30 / 1.5% zeros ZerosFed_IGR_Public_Welfis highly correlated withFed_IGR_Education(ρ = 0.90066) RejectedFed_IGR_Seweragehas 1051 / 51.5% zeros ZerosFed_IGR_Transit_Subhas 1249 / 61.2% zeros ZerosFin_Admin_Constructionhas 822 / 40.3% zeros ZerosFin_Admin_Current_Expis highly correlated withFin_Admin_Direct_Exp(ρ = 0.99972) RejectedFin_Admin_Direct_Expis highly correlated withFin_Admin_Total_Exp(ρ = 0.99893) RejectedFin_Admin_IG_Local_Govtshas 1090 / 53.4% zeros ZerosFin_Admin_IG_To_Statehas constant value 0 RejectedFin_Admin_Total_Expis highly correlated withElem_Educ_Total_Exp(ρ = 0.92439) RejectedFines_and_Forfeitshas 45 / 2.2% zeros ZerosFire_Prot_Cap_Outlayhas 2000 / 98.0% zeros ZerosFire_Prot_Constructionis highly correlated withFire_Prot_Cap_Outlay(ρ = 0.9244) RejectedFire_Prot_Current_Expis highly correlated withFire_Prot_Direct_Exp(ρ = 0.9988) RejectedFire_Prot_Direct_Expis highly correlated withFire_Prot_Total_Expend(ρ = 1) RejectedFire_Prot_IG_Local_Govtshas constant value 0 RejectedFire_Prot_IG_To_Statehas constant value 0 RejectedFire_Prot_Total_Expendis highly correlated withChg_Parking(ρ = 0.90999) RejectedGas_Util_Cap_Outlayhas 2023 / 99.2% zeros ZerosGas_Util_Cap_Outlayis highly skewed (γ1 = 21.611) SkewedGas_Util_Constructis highly correlated withGas_Util_Cap_Outlay(ρ = 0.99811) RejectedGas_Util_Current_Expis highly correlated withGas_Util_Total_Exp(ρ = 0.99961) RejectedGas_Util_Inter_Exphas 2017 / 98.9% zeros ZerosGas_Util_Total_Exphas 2006 / 98.3% zeros ZerosGas_Util_Total_Expis highly skewed (γ1 = 37.478) SkewedGas_Utility_Revhas 2009 / 98.5% zeros ZerosGen_Pub_Bldg_Cap_Outis highly correlated withGen_Pub_Bldg_Total_Exp(ρ = 0.92453) RejectedGen_Pub_Bldg_Constructis highly correlated withGen_Pub_Bldg_Cap_Out(ρ = 0.98688) RejectedGen_Pub_Bldg_Current_Exphas 109 / 5.3% zeros ZerosGen_Rev_Own_Sourcesis highly correlated withGeneral_Revenue(ρ = 0.99642) RejectedGeneral_Assist___Subis highly correlated withTot_Assist___Subsidies(ρ = 1) RejectedGeneral_Capital_Outlayis highly correlated withGeneral_Current_Oper(ρ = 0.92779) RejectedGeneral_Capital_Outlay_Otheris highly correlated withTotal_Other_Capital_Outlays(ρ = 0.91499) RejectedGeneral_Constructionis highly correlated withGeneral_Capital_Outlay(ρ = 0.99483) RejectedGeneral_Current_Expendis highly correlated withDirect_General_Expend(ρ = 0.95425) RejectedGeneral_Current_Operis highly correlated withGeneral_Current_Expend(ρ = 0.97762) RejectedGeneral_Debt_Interestis highly correlated withTotal_Interest_on_Debt(ρ = 0.99344) RejectedGeneral_Expenditureis highly correlated withTotal_Salaries___Wages(ρ = 0.9705) RejectedGeneral_NEC_Constructhas 34 / 1.7% zeros ZerosGeneral_NEC_Current_Expis highly correlated withGeneral_NEC_Direct_Exp(ρ = 0.99474) RejectedGeneral_NEC_Direct_Expis highly correlated withGeneral_NEC_Total_Exp(ρ = 0.92628) RejectedGeneral_NEC_IG_Loc_Govtshas 51 / 2.5% zeros ZerosGeneral_NEC_IG_To_Fedhas 1395 / 68.4% zeros ZerosGeneral_NEC_IG_To_Sthas constant value 0 RejectedGeneral_Revenueis highly correlated withTotal_Rev_Own_Sources(ρ = 0.96857) RejectedHealth_Constructionis highly correlated withHealth_Capital_Outlay(ρ = 0.99561) RejectedHealth_Current_Expis highly correlated withHealth_Direct_Expend(ρ = 0.99611) RejectedHealth_IG_Local_Govtsis highly correlated withHealth_Total_Expend(ρ = 0.90631) RejectedHealth_IG_To_Statehas constant value 0 RejectedHealth_Total_Expendis highly correlated withJudicial_Current_Exp(ρ = 0.90089) RejectedHigher_Ed_Cap_Outlayis highly correlated withHigher_Ed_Direct_Exp(ρ = 0.94212) RejectedHigher_Ed_Constructis highly correlated withHigher_Ed_Current_Exp(ρ = 0.90263) RejectedHigher_Ed_Current_Expis highly correlated withHigher_Ed_Cap_Outlay(ρ = 0.92514) RejectedHigher_Ed_Direct_Expis highly correlated withHigher_Ed_Total_Exp(ρ = 0.9949) RejectedHigher_Ed_IG_Loc_Govtshas 1322 / 64.8% zeros ZerosHigher_Ed_IG_To_Sthas constant value 0 RejectedHigher_Ed_Total_Expis highly correlated withElem_Educ_Total_Exp(ρ = 0.94512) RejectedHosp_Other_Cap_Outlayhas 1986 / 97.4% zeros ZerosHosp_Other_Cap_Outlayis highly skewed (γ1 = 20.804) SkewedHosp_Other_Constructis highly correlated withHosp_Other_Cap_Outlay(ρ = 0.99867) RejectedHosp_Other_Current_Expis highly correlated withHosp_Other_Direct_Exp(ρ = 0.92233) RejectedHosp_Other_Direct_Exphas 1633 / 80.0% zeros ZerosHosp_Other_IG_Loc_Govtsis highly correlated withHosp_Other_Total_Exp(ρ = 0.90719) RejectedHosp_Other_IG_To_Statehas constant value 0 RejectedHosp_Other_Total_Exphas 1388 / 68.0% zeros ZerosHous___Com_Cap_Outlayhas 512 / 25.1% zeros ZerosHous___Com_Constructhas 1575 / 77.2% zeros ZerosHous___Com_Current_Expis highly correlated withHous___Com_Direct_Exp(ρ = 0.98557) RejectedHous___Com_Direct_Exphas 88 / 4.3% zeros ZerosHous___Com_IG_Loc_Govtshas 825 / 40.4% zeros ZerosHous___Com_IG_To_Statehas constant value 0 RejectedHous___Com_Total_Expis highly correlated withFed_IGR_Hous_Com_Dev(ρ = 0.93623) RejectedHunting___Fishing_Licensehas 39 / 1.9% zeros ZerosIG_Exp_To_Federal_Govtis highly correlated withChg_Total_Nat_Res(ρ = 0.91232) RejectedIG_Exp_To_Local_Govtsis highly correlated withTotal_IG_Expenditure(ρ = 0.91162) RejectedIG_Exp_To_State_Govthas 2038 / 99.9% zeros ZerosIG_Exp_To_State_Govtis highly skewed (γ1 = 45.003) SkewedIndividual_Income_Taxis highly correlated withTotal_Income_Taxes(ρ = 0.99561) RejectedInsur_Trust_Cash___Secis highly correlated withTotal_Cash___Securities(ρ = 0.98966) RejectedInsurance_Premium_Taxis highly correlated withTotal_Gen_Sales_Tax(ρ = 0.92534) RejectedInterest_Revenueis highly correlated withMisc_General_Revenue(ρ = 0.91718) RejectedInterest_on_Gen_Debtis highly correlated withGeneral_Debt_Interest(ρ = 1) RejectedJudicial_Cap_Outlayhas 31 / 1.5% zeros ZerosJudicial_Constructionis highly correlated withJudicial_Cap_Outlay(ρ = 0.99066) RejectedJudicial_Current_Expis highly correlated withJudicial_Direct_Expend(ρ = 0.99808) RejectedJudicial_Direct_Expendis highly correlated withJudicial_Total_Expend(ρ = 0.99516) RejectedJudicial_IG_Local_Govtshas 646 / 31.7% zeros ZerosJudicial_IG_To_Statehas constant value 0 RejectedJudicial_Total_Expendis highly correlated withFin_Admin_Current_Exp(ρ = 0.90353) RejectedLTD_Iss_All_Otheris highly correlated withTotal_LTD_Issued(ρ = 0.97168) RejectedLTD_Iss_FFC_Elem_Educis highly correlated withLTD_Iss_Gen_Elem_Educ(ρ = 0.94877) RejectedLTD_Iss_FFC_Gas_Utilhas constant value 0 RejectedLTD_Iss_FFC_Generalis highly correlated withTotal_LTD_Iss_FFC(ρ = 0.99972) RejectedLTD_Iss_FFC_Other_Educhas 1702 / 83.4% zeros ZerosLTD_Iss_FFC_Other_Educis highly skewed (γ1 = 25.202) SkewedLTD_Iss_FFC_Other_NECis highly correlated withLTD_Iss_FFC_General(ρ = 0.96302) RejectedLTD_Iss_FFC_Trans_Utilhas 2025 / 99.3% zeros ZerosLTD_Iss_FFC_Trans_Utilis highly skewed (γ1 = 23.042) SkewedLTD_Iss_FFC_Utilityis highly correlated withLTD_Iss_Util_Water(ρ = 0.95489) RejectedLTD_Iss_FFC_Water_Utilis highly correlated withLTD_Iss_FFC_Utility(ρ = 0.98514) RejectedLTD_Iss_Gen_Elem_Educhas 1786 / 87.5% zeros ZerosLTD_Iss_Gen_Other_Educhas 867 / 42.5% zeros ZerosLTD_Iss_Gen_Other_NECis highly correlated withLTD_Iss_General(ρ = 0.98179) RejectedLTD_Iss_Generalhas 622 / 30.5% zeros ZerosLTD_Iss_NG_Elec_Utilis highly correlated withLTD_Iss_Util_Electric(ρ = 0.99994) RejectedLTD_Iss_NG_Elem_Educhas 1934 / 94.8% zeros ZerosLTD_Iss_NG_Gas_Utilis highly correlated withLTD_Iss_Util_Gas_Supply(ρ = 1) RejectedLTD_Iss_NG_Generalis highly correlated withTotal_LTD_Iss_NG(ρ = 0.96524) RejectedLTD_Iss_NG_Other_Educhas 931 / 45.6% zeros ZerosLTD_Iss_NG_Other_NEChas 938 / 46.0% zeros ZerosLTD_Iss_NG_Private_Purphas 951 / 46.6% zeros ZerosLTD_Iss_NG_Trans_Utilis highly correlated withLTD_Iss_Util_Transit(ρ = 0.99998) RejectedLTD_Iss_NG_Utilityis highly correlated withLTD_Iss_Utility(ρ = 0.99876) RejectedLTD_Iss_NG_Water_Utilhas 2001 / 98.1% zeros ZerosLTD_Iss_NG_Water_Utilis highly skewed (γ1 = 23.086) SkewedLTD_Iss_Private_Purphas 350 / 17.2% zeros ZerosLTD_Iss_Unsp_Elec_Utilhas constant value 0 RejectedLTD_Iss_Unsp_Elem_Educhas constant value 0 RejectedLTD_Iss_Unsp_Gas_Utilhas constant value 0 RejectedLTD_Iss_Unsp_Generalhas constant value 0 RejectedLTD_Iss_Unsp_Other_Educhas constant value 0 RejectedLTD_Iss_Unsp_Other_NEChas constant value 0 RejectedLTD_Iss_Unsp_Trans_Utilhas constant value 0 RejectedLTD_Iss_Unsp_Utilityhas constant value 0 RejectedLTD_Iss_Unsp_Water_Utilhas constant value 0 RejectedLTD_Iss_Util_Electrichas 1965 / 96.3% zeros ZerosLTD_Iss_Util_Electricis highly skewed (γ1 = 35.126) SkewedLTD_Iss_Util_Gas_Supplyhas 2038 / 99.9% zeros ZerosLTD_Iss_Util_Gas_Supplyis highly skewed (γ1 = 32.449) SkewedLTD_Iss_Util_Transithas 2018 / 98.9% zeros ZerosLTD_Iss_Util_Transitis highly skewed (γ1 = 33.449) SkewedLTD_Iss_Util_Waterhas 1964 / 96.3% zeros ZerosLTD_Iss_Utilityhas 1881 / 92.2% zeros ZerosLTD_Iss_Utilityis highly skewed (γ1 = 22.332) SkewedLTD_Out_All_Otheris highly correlated withTotal_LTD_Out(ρ = 0.98178) RejectedLTD_Out_FFC_Elec_Utilis highly correlated withLTD_Ret_FFC_Elec_Util(ρ = 1) RejectedLTD_Out_FFC_Elem_Educis highly correlated withLTD_Out_Gen_Elem_Educ(ρ = 0.97056) RejectedLTD_Out_FFC_Gas_Utilhas constant value 0 RejectedLTD_Out_FFC_Generalis highly correlated withTotal_LTD_Out_FFC(ρ = 0.99968) RejectedLTD_Out_FFC_Other_Educhas 1355 / 66.4% zeros ZerosLTD_Out_FFC_Other_NECis highly correlated withLTD_Out_FFC_General(ρ = 0.94178) RejectedLTD_Out_FFC_Trans_Utilis highly correlated withLTD_Ret_FFC_Trans_Util(ρ = 0.93867) RejectedLTD_Out_FFC_Utilityhas 1944 / 95.3% zeros ZerosLTD_Out_FFC_Water_Utilis highly correlated withLTD_Out_Util_Water(ρ = 0.94534) RejectedLTD_Out_Gen_Elem_Educhas 1621 / 79.5% zeros ZerosLTD_Out_Gen_Other_Educhas 658 / 32.3% zeros ZerosLTD_Out_Gen_Other_NECis highly correlated withLTD_Out_General(ρ = 0.98874) RejectedLTD_Out_Generalis highly correlated withLTD_Iss_General(ρ = 0.90749) RejectedLTD_Out_NG_Elec_Utilis highly correlated withLTD_Out_Util_Electric(ρ = 1) RejectedLTD_Out_NG_Elem_Educhas 1873 / 91.8% zeros ZerosLTD_Out_NG_Gas_Utilis highly correlated withLTD_Out_Util_Gas_Supply(ρ = 1) RejectedLTD_Out_NG_Generalis highly correlated withTot_LTD_Out_NG(ρ = 0.99273) RejectedLTD_Out_NG_Other_Educis highly correlated withLTD_Out_Gen_Other_Educ(ρ = 0.9654) RejectedLTD_Out_NG_Other_NECis highly correlated withTot_LTD_Out_NG(ρ = 0.91359) RejectedLTD_Out_NG_Private_Purpis highly correlated withLTD_Out_NG_General(ρ = 0.92287) RejectedLTD_Out_NG_Trans_Utilis highly correlated withLTD_Out_NG_Utility(ρ = 0.90122) RejectedLTD_Out_NG_Utilityis highly correlated withLTD_Out_Util_Transit(ρ = 0.9045) RejectedLTD_Out_NG_Water_Utilhas 1933 / 94.8% zeros ZerosLTD_Out_Private_Purpis highly correlated withInterest_on_Gen_Debt(ρ = 0.90635) RejectedLTD_Out_Util_Electrichas 1905 / 93.4% zeros ZerosLTD_Out_Util_Gas_Supplyis highly correlated withGas_Util_Inter_Exp(ρ = 0.97812) RejectedLTD_Out_Util_Transitis highly correlated withTotal_LTD_Out_Utility(ρ = 0.90674) RejectedLTD_Out_Util_Waterhas 1897 / 93.0% zeros ZerosLTD_Ret_All_Otheris highly correlated withTotal_LTD_Retired(ρ = 0.95631) RejectedLTD_Ret_FFC_Elem_Educhas 1759 / 86.2% zeros ZerosLTD_Ret_FFC_Gas_Utilhas constant value 0 RejectedLTD_Ret_FFC_Generalis highly correlated withTotal_LTD_Ret_FFC(ρ = 0.99966) RejectedLTD_Ret_FFC_Other_Educhas 1359 / 66.6% zeros ZerosLTD_Ret_FFC_Other_NECis highly correlated withLTD_Ret_FFC_General(ρ = 0.98933) RejectedLTD_Ret_FFC_Trans_Utilhas 2014 / 98.7% zeros ZerosLTD_Ret_FFC_Utilityis highly correlated withLTD_Ret_Util_Water(ρ = 0.93305) RejectedLTD_Ret_FFC_Water_Utilis highly correlated withLTD_Ret_FFC_Utility(ρ = 0.95517) RejectedLTD_Ret_Gen_Elem_Educhas 1627 / 79.8% zeros ZerosLTD_Ret_Gen_Other_Educhas 657 / 32.2% zeros ZerosLTD_Ret_Gen_Other_NECis highly correlated withLTD_Ret_General(ρ = 0.98897) RejectedLTD_Ret_Generalis highly correlated withLTD_Iss_Gen_Other_NEC(ρ = 0.91021) RejectedLTD_Ret_NG_Elec_Utilis highly correlated withLTD_Ret_Util_Electric(ρ = 1) RejectedLTD_Ret_NG_Elem_Educhas 1880 / 92.2% zeros ZerosLTD_Ret_NG_Gas_Utilis highly correlated withLTD_Ret_Util_Gas_Supply(ρ = 1) RejectedLTD_Ret_NG_Generalis highly correlated withTotal_LTD_Ret_NG(ρ = 0.96543) RejectedLTD_Ret_NG_Other_Educis highly correlated withLTD_Ret_Gen_Other_Educ(ρ = 0.97727) RejectedLTD_Ret_NG_Other_NEChas 673 / 33.0% zeros ZerosLTD_Ret_NG_Private_Purphas 917 / 45.0% zeros ZerosLTD_Ret_NG_Trans_Utilis highly correlated withLTD_Ret_NG_Utility(ρ = 0.91073) RejectedLTD_Ret_NG_Utilityis highly correlated withLTD_Ret_Util_Transit(ρ = 0.91478) RejectedLTD_Ret_NG_Water_Utilhas 1936 / 94.9% zeros ZerosLTD_Ret_NG_Water_Utilis highly skewed (γ1 = 20.161) SkewedLTD_Ret_Private_Purphas 306 / 15.0% zeros ZerosLTD_Ret_Unsp_Elec_Utilihas constant value 0 RejectedLTD_Ret_Unsp_Elem_Educhas constant value 0 RejectedLTD_Ret_Unsp_Gas_Utilhas constant value 0 RejectedLTD_Ret_Unsp_Generalhas constant value 0 RejectedLTD_Ret_Unsp_Other_Educhas constant value 0 RejectedLTD_Ret_Unsp_Other_NEChas constant value 0 RejectedLTD_Ret_Unsp_Trans_Utilhas constant value 0 RejectedLTD_Ret_Unsp_Utilityhas constant value 0 RejectedLTD_Ret_Unsp_Water_Utilhas constant value 0 RejectedLTD_Ret_Util_Electrichas 1918 / 94.0% zeros ZerosLTD_Ret_Util_Gas_Supplyhas 2024 / 99.2% zeros ZerosLTD_Ret_Util_Transitis highly correlated withLTD_Ret_Utility(ρ = 0.91197) RejectedLTD_Ret_Util_Waterhas 1898 / 93.0% zeros ZerosLTD_Ret_Util_Wateris highly skewed (γ1 = 27.317) SkewedLTD_Ret_Utilityis highly correlated withLTD_Iss_NG_Trans_Util(ρ = 0.93341) RejectedLibraries_Cap_Outlayhas 232 / 11.4% zeros ZerosLibraries_Constructionis highly correlated withLibraries_Cap_Outlay(ρ = 0.96305) RejectedLibraries_Current_Expis highly correlated withLibraries_Direct_Exp(ρ = 0.96072) RejectedLibraries_Direct_Exphas 79 / 3.9% zeros ZerosLibraries_IG_Local_Govtsis highly correlated withLibraries_Total_Expend(ρ = 0.96415) RejectedLibraries_IG_To_Statehas constant value 0 RejectedLibraries_Total_Expendhas 36 / 1.8% zeros ZerosLiquor_Stores_Cap_Outhas 1626 / 79.7% zeros ZerosLiquor_Stores_Constrhas 1909 / 93.6% zeros ZerosLiquor_Stores_Current_Expis highly correlated withLiquor_Stores_Tot_Exp(ρ = 0.99998) RejectedLiquor_Stores_Revenuehas 1363 / 66.8% zeros ZerosLiquor_Stores_Tot_Expis highly correlated withLiquor_Stores_Revenue(ρ = 0.98812) RejectedLocal_IGR_Health___Hoshas 720 / 35.3% zeros ZerosLocal_IGR_Highwayshas 502 / 24.6% zeros ZerosLocal_IGR_Hous_Com_Devhas 1988 / 97.5% zeros ZerosLocal_IGR_InterSchool_Aidhas constant value 0 RejectedLocal_IGR_Oth_Gen_Suphas 1998 / 97.9% zeros ZerosLocal_IGR_Otherhas 105 / 5.1% zeros ZerosLocal_IGR_Other_Educationhas 128 / 6.3% zeros ZerosLocal_IGR_Public_Welfis highly correlated withTot_Local_IG_Rev(ρ = 0.94368) RejectedLocal_IGR_Seweragehas 1921 / 94.2% zeros ZerosLocal_IGR_Transit_Subhas 1730 / 84.8% zeros ZerosMisc_Com_Activ_Cap_Outhas 1703 / 83.5% zeros ZerosMisc_Com_Activ_Constris highly correlated withMisc_Com_Activ_Cap_Out(ρ = 0.98873) RejectedMisc_Com_Activ_Current_Expis highly correlated withMisc_Com_Activ_Tot_Exp(ρ = 0.99746) RejectedMisc_Com_Activ_Tot_Exphas 1558 / 76.4% zeros ZerosMisc_General_Rev_NECis highly correlated withMisc_General_Revenue(ρ = 0.9218) RejectedMisc_General_Revenueis highly correlated withTot_Chgs_and_Misc_Rev(ρ = 0.95568) RejectedMotor_Fuels_Taxis highly correlated withTotal_Gen_Sales_Tax(ρ = 0.92552) RejectedMotor_Veh_Oper_Licensehas 99 / 4.9% zeros ZerosMotor_Vehicle_Licenseis highly correlated withTotal_License_Taxes(ρ = 0.92118) RejectedMotor_Vehicle_License_Totalis highly correlated withMotor_Vehicle_License(ρ = 0.99811) RejectedNatural_Res_Cap_Outlayis highly correlated withNatural_Res_Direct_Exp(ρ = 0.91326) RejectedNatural_Res_Constructis highly correlated withNatural_Res_Cap_Outlay(ρ = 0.91975) RejectedNatural_Res_Current_Expis highly correlated withNatural_Res_Direct_Exp(ρ = 0.99252) RejectedNatural_Res_Direct_Expis highly correlated withNatural_Res_Total_Exp(ρ = 0.99517) RejectedNatural_Res_IG_Loc_Govtshas 126 / 6.2% zeros ZerosNatural_Res_IG_To_Stahas constant value 0 RejectedNatural_Res_Total_Exphas 28 / 1.4% zeros ZerosNet_Lottery_Revenuehas 724 / 35.5% zeros ZerosNonin_Trust_Cash___Secis highly correlated withTotal_Cash___Securities(ρ = 0.90086) RejectedOther_License_Taxeshas 110 / 5.4% zeros ZerosOther_Select_Sales_Taxhas 384 / 18.8% zeros ZerosOwn_Hospital_Cap_Outhas 622 / 30.5% zeros ZerosOwn_Hospital_Constructis highly correlated withOwn_Hospital_Cap_Out(ρ = 0.98029) RejectedOwn_Hospital_Current_Expis highly correlated withOwn_Hospital_Total_Exp(ρ = 0.9989) RejectedOwn_Hospital_Total_Exphas 613 / 30.0% zeros ZerosPari_mutuels_Taxhas 666 / 32.6% zeros ZerosParking_Capital_Outlayhas 1993 / 97.7% zeros ZerosParking_Capital_Outlayis highly skewed (γ1 = 23.014) SkewedParking_Constructionis highly correlated withParking_Capital_Outlay(ρ = 0.93801) RejectedParking_Current_Expis highly correlated withParking_Direct_Expend(ρ = 0.99863) RejectedParking_Direct_Expendis highly correlated withParking_Total_Expend(ρ = 0.99981) RejectedParking_IG_Local_Govtshas 2026 / 99.3% zeros ZerosParking_IG_Local_Govtsis highly skewed (γ1 = 43.489) SkewedParking_IG_To_Statehas constant value 0 RejectedParking_Total_Expendhas 1946 / 95.4% zeros ZerosParks___Rec_Constructis highly correlated withParks___Rec_Cap_Outlay(ρ = 0.91883) RejectedParks___Rec_Current_Expis highly correlated withParks___Rec_Direct_Exp(ρ = 0.95071) RejectedParks___Rec_Direct_Expis highly correlated withParks___Rec_Total_Exp(ρ = 0.96636) RejectedParks___Rec_IG_Loc_Govtshas 310 / 15.2% zeros ZerosParks___Rec_IG_To_Stahas constant value 0 RejectedPolice_Prot_Constructhas 419 / 20.5% zeros ZerosPolice_Prot_Current_Expis highly correlated withPolice_Prot_Direct_Exp(ρ = 0.99904) RejectedPolice_Prot_Direct_Expis highly correlated withPolice_Prot_Total_Exp(ρ = 0.98575) RejectedPolice_Prot_IG_Loc_Govtshas 382 / 18.7% zeros ZerosPolice_Prot_IG_To_Stahas constant value 0 RejectedPolice_Prot_Total_Expis highly correlated withTotal_Highways_Current_Exp(ρ = 0.90019) RejectedProp_Sale_Otheris highly correlated withProp_Sale_Total(ρ = 1) RejectedProp_Sale_Totalhas 144 / 7.1% zeros ZerosProperty_Taxhas 420 / 20.6% zeros ZerosProt_Insp_Cap_Outlayhas 27 / 1.3% zeros ZerosProt_Insp_Constructionhas 1058 / 51.9% zeros ZerosProt_Insp_Current_Expis highly correlated withProt_Insp_Direct_Exp(ρ = 0.99989) RejectedProt_Insp_Direct_Expis highly correlated withProt_Insp_Total_Exp(ρ = 0.99929) RejectedProt_Insp_IG_Local_Govtshas 1107 / 54.3% zeros ZerosProt_Insp_IG_To_Statehas constant value 0 RejectedProt_Insp_Total_Expis highly correlated withNatural_Res_Current_Exp(ρ = 0.90459) RejectedPublic_Utility_Licensehas 780 / 38.2% zeros ZerosPublic_Utility_Taxhas 292 / 14.3% zeros ZerosPublic_Welf_Cash_Assthas 127 / 6.2% zeros ZerosPublic_Welf_Constructhas 478 / 23.4% zeros ZerosPublic_Welf_Current_Expis highly correlated withPublic_Welf_Direct_Exp(ρ = 0.99687) RejectedPublic_Welf_Direct_Expis highly correlated withPublic_Welf_Total_Exp(ρ = 0.97587) RejectedPublic_Welf_Total_Expis highly correlated withHealth_Total_Expend(ρ = 0.92118) RejectedRegular_Hwy_Cap_Outlayis highly correlated withRegular_Hwy_Direct_Exp(ρ = 0.97161) RejectedRegular_Hwy_Constructis highly correlated withRegular_Hwy_Cap_Outlay(ρ = 0.99714) RejectedRegular_Hwy_Current_Expis highly correlated withRegular_Hwy_Total_Exp(ρ = 0.92251) RejectedRegular_Hwy_Direct_Expis highly correlated withRegular_Hwy_Total_Exp(ρ = 0.97695) RejectedRegular_Hwy_IG_Loc_Govtshas 144 / 7.1% zeros ZerosRegular_Hwy_IG_To_Stahas constant value 0 RejectedRegular_Hwy_Total_Expis highly correlated withTotal_Highways_Current_Exp(ρ = 0.93528) RejectedRents_and_Royaltieshas 100 / 4.9% zeros ZerosST_Debt_End_of_Yearhas 595 / 29.2% zeros ZerosSW_Mgmt_Capital_Outlayhas 1006 / 49.3% zeros ZerosSW_Mgmt_Constructionis highly correlated withSW_Mgmt_Capital_Outlay(ρ = 0.97347) RejectedSW_Mgmt_Current_Expis highly correlated withSW_Mgmt_Direct_Expend(ρ = 0.9884) RejectedSW_Mgmt_Direct_Expendis highly correlated withSW_Mgmt_Total_Expend(ρ = 0.91795) RejectedSW_Mgmt_IG_Local_Govtshas 1313 / 64.4% zeros ZerosSW_Mgmt_IG_Local_Govtsis highly skewed (γ1 = 24.25) SkewedSW_Mgmt_IG_To_Statehas constant value 0 RejectedSW_Mgmt_Total_Expendis highly correlated withWelf_NEC_IG_Local_Govts(ρ = 0.92299) RejectedSeverance_Taxhas 689 / 33.8% zeros ZerosSewerage_Cap_Outlayis highly correlated withSewerage_Direct_Expend(ρ = 0.90605) RejectedSewerage_Constructionis highly correlated withSewerage_Cap_Outlay(ρ = 0.9995) RejectedSewerage_Current_Exphas 28 / 1.4% missing values MissingSewerage_Current_Exphas 1045 / 51.2% zeros ZerosSewerage_Direct_Expendis highly correlated withSewerage_Total_Expend(ρ = 0.9084) RejectedSewerage_IG_Local_Govtshas 1070 / 52.5% zeros ZerosSewerage_IG_To_Statehas constant value 0 RejectedSewerage_Total_Expendhas 736 / 36.1% zeros ZerosSinking_Fd_Cash___Secis highly correlated withLTD_Out_Private_Purp(ρ = 0.9673) RejectedSpecial_Assessmentshas 1664 / 81.6% zeros ZerosStatehas a high cardinality: 51 distinct values WarningState_Codeis highly correlated withID(ρ = 1) RejectedState_IGR_Educationis highly correlated withTotal_State_IG_Revenue(ρ = 1) RejectedState_IGR_Gen_Suphas 51 / 2.5% missing values MissingState_IGR_Health___Hoshas constant value 0 RejectedState_IGR_Highwayshas constant value 0 RejectedState_IGR_Hous_Com_Devhas constant value 0 RejectedState_IGR_Oth_Gen_Suphas constant value 0 RejectedState_IGR_Otherhas constant value 0 RejectedState_IGR_Public_Welfhas constant value 0 RejectedState_IGR_Seweragehas constant value 0 RejectedState_IGR_Tax_Reliefhas constant value 0 RejectedState_IGR_Transit_Subhas constant value 0 RejectedTaxes_NEChas 1398 / 68.5% zeros ZerosToll_Hwy_Cap_Outlayis highly correlated withToll_Hwy_Total_Expend(ρ = 0.9591) RejectedToll_Hwy_Constructionis highly correlated withToll_Hwy_Cap_Outlay(ρ = 0.98557) RejectedToll_Hwy_Current_Exphas 22 / 1.1% missing values MissingToll_Hwy_Current_Exphas 919 / 45.0% zeros ZerosToll_Hwy_Total_Expendhas 939 / 46.0% zeros ZerosTot_Chgs_and_Misc_Revis highly correlated withFed_IGR_Public_Welf(ρ = 0.92487) RejectedTot_Ins_Trust_Inv_Revis highly correlated withTotal_Insur_Trust_Rev(ρ = 0.94989) RejectedTot_LTD_Out_NGis highly correlated withLTD_Out_Gen_Other_NEC(ρ = 0.94714) RejectedTot_Sales___Gr_Rec_Taxis highly correlated withTotal_Taxes(ρ = 0.92504) RejectedTotal_Beg_LTD_Outis highly correlated withTotal_Long_Term_Debt_Out(ρ = 0.98598) RejectedTotal_Capital_Outlaysis highly correlated withTotal_Current_Oper(ρ = 0.93173) RejectedTotal_Cash___Securitiesis highly correlated withEmp_Ret_Benefit_Paymts(ρ = 0.95317) RejectedTotal_Constructionis highly correlated withTotal_Capital_Outlays(ρ = 0.99338) RejectedTotal_Current_Expendis highly correlated withDirect_Expenditure(ρ = 0.99193) RejectedTotal_Current_Operis highly correlated withTotal_Current_Expend(ρ = 0.98938) RejectedTotal_Debt_Outstandingis highly correlated withInterest_on_Gen_Debt(ρ = 0.96784) RejectedTotal_Educ_Assist___Subis highly correlated withTotal_Educ_Direct_Exp(ρ = 0.91093) RejectedTotal_Educ_Cap_Outlayis highly correlated withTotal_Educ_Direct_Exp(ρ = 0.93097) RejectedTotal_Educ_Constructis highly correlated withTotal_Educ_Cap_Outlay(ρ = 0.98906) RejectedTotal_Educ_Current_Expis highly correlated withTotal_Educ_Cap_Outlay(ρ = 0.91413) RejectedTotal_Educ_Direct_Expis highly correlated withTotal_Educ_Total_Exp(ρ = 0.97192) RejectedTotal_Educ_Total_Expis highly correlated withCorrect_Current_Exp(ρ = 0.96498) RejectedTotal_Emp_Ret_Revis highly correlated withTot_Ins_Trust_Inv_Rev(ρ = 0.98719) RejectedTotal_Expenditureis highly correlated withEmp_Ret_Total_Ctrib(ρ = 0.90686) RejectedTotal_Fed_IG_Revenueis highly correlated withTotal_IG_Revenue(ρ = 0.99783) RejectedTotal_Gen_Sales_Taxis highly correlated withTot_Sales___Gr_Rec_Tax(ρ = 0.99041) RejectedTotal_General_Chargesis highly correlated withTot_Chgs_and_Misc_Rev(ρ = 0.97184) RejectedTotal_Highways_Cap_Outis highly correlated withTotal_Highways_Dir_Exp(ρ = 0.97798) RejectedTotal_Highways_Constructis highly correlated withTotal_Highways_Cap_Out(ρ = 0.99718) RejectedTotal_Highways_Current_Expis highly correlated withTotal_Highways_Dir_Exp(ρ = 0.91277) RejectedTotal_Highways_Dir_Expis highly correlated withTotal_Highways_Tot_Exp(ρ = 0.97946) RejectedTotal_Highways_Tot_Expis highly correlated withHigher_Ed_Current_Exp(ρ = 0.9184) RejectedTotal_Hospital_Constructis highly correlated withTotal_Hospital_Cap_Out(ρ = 0.98358) RejectedTotal_Hospital_Current_Expis highly correlated withTotal_Hospital_Dir_Exp(ρ = 0.99896) RejectedTotal_Hospital_Dir_Expis highly correlated withTotal_Hospital_Total_Exp(ρ = 0.99214) RejectedTotal_Hospital_IG_Loc_Govtshas 1348 / 66.1% zeros ZerosTotal_Hospital_IG_Loc_Govtsis highly skewed (γ1 = 21.127) SkewedTotal_Hospital_IG_To_Statehas constant value 0 RejectedTotal_Hospital_Total_Expis highly correlated withGeneral_Current_Oper(ρ = 0.90458) RejectedTotal_IG_Expenditureis highly correlated withTotal_Expenditure(ρ = 0.97018) RejectedTotal_IG_Revenueis highly correlated withInsurance_Premium_Tax(ρ = 0.92729) RejectedTotal_Income_Taxesis highly correlated withTotal_Taxes(ρ = 0.92887) RejectedTotal_Insur_Trust_Benis highly correlated withTotal_Current_Oper(ρ = 0.95043) RejectedTotal_Insur_Trust_Ctrbis highly correlated withTotal_Taxes(ρ = 0.92158) RejectedTotal_Interest_on_Debtis highly correlated withTotal_Income_Taxes(ρ = 0.90108) RejectedTotal_LTD_Iss_FFChas 1071 / 52.5% zeros ZerosTotal_LTD_Iss_NGhas 638 / 31.3% zeros ZerosTotal_LTD_Iss_Unsphas constant value 0 RejectedTotal_LTD_Issuedis highly correlated withTotal_Long_Term_Debt_Out(ρ = 0.91531) RejectedTotal_LTD_Outis highly correlated withTotal_LTD_Retired(ρ = 0.91908) RejectedTotal_LTD_Out_FFChas 849 / 41.6% zeros ZerosTotal_LTD_Out_Utilityhas 1774 / 87.0% zeros ZerosTotal_LTD_Ret_FFChas 856 / 42.0% zeros ZerosTotal_LTD_Ret_FFCis highly skewed (γ1 = 21.362) SkewedTotal_LTD_Ret_NGis highly correlated withTotal_LTD_Iss_NG(ρ = 0.91816) RejectedTotal_LTD_Ret_Unsphas constant value 0 RejectedTotal_LTD_Retiredis highly correlated withTotal_LTD_Issued(ρ = 0.91105) RejectedTotal_License_Taxesis highly correlated withMotor_Fuels_Tax(ρ = 0.90885) RejectedTotal_Long_Term_Debt_Outis highly correlated withTotal_Debt_Outstanding(ρ = 0.99955) RejectedTotal_Rev_Own_Sourcesis highly correlated withTotal_Revenue(ρ = 0.99611) RejectedTotal_Salaries___Wagesis highly correlated withTotal_Insur_Trust_Ben(ρ = 0.93348) RejectedTotal_Select_Sales_Taxis highly correlated withTot_Sales___Gr_Rec_Tax(ρ = 0.94891) RejectedTotal_Taxesis highly correlated withGen_Rev_Own_Sources(ρ = 0.99588) RejectedTotal_Util_Cap_Outlayhas 1197 / 58.7% zeros ZerosTotal_Util_Constructis highly correlated withTotal_Util_Cap_Outlay(ρ = 0.95809) RejectedTotal_Util_Current_Expis highly correlated withTotal_Util_Inter_Exp(ρ = 0.92751) RejectedTotal_Util_Inter_Expis highly correlated withTotal_Util_Total_Exp(ρ = 0.9577) RejectedTotal_Util_Total_Expis highly correlated withElectric_Utility_Rev(ρ = 0.91297) RejectedTotal_Utility_Revenuehas 1311 / 64.3% zeros ZerosTrans_Util_Cap_Outlayis highly correlated withTotal_Util_Construct(ρ = 0.92375) RejectedTrans_Util_Constructis highly correlated withTrans_Util_Cap_Outlay(ρ = 0.93403) RejectedTrans_Util_Current_Expis highly correlated withTrans_Util_Total_Exp(ρ = 0.97579) RejectedTrans_Util_Inter_Expis highly correlated withTrans_Util_Total_Exp(ρ = 0.9386) RejectedTrans_Util_Total_Expis highly correlated withTotal_Util_Current_Exp(ρ = 0.91791) RejectedTransit_Sub_Direct_Subhas 1690 / 82.8% zeros ZerosTransit_Sub_IG_Loc_Govtsis highly correlated withTransit_Sub_Total_Exp(ρ = 0.9987) RejectedTransit_Sub_IG_To_Stahas constant value 0 RejectedTransit_Sub_To_Own_Syshas 1994 / 97.7% zeros ZerosTransit_Sub_Total_Exphas 1215 / 59.6% zeros ZerosTransit_Utility_Revhas 1681 / 82.4% zeros ZerosUnemp_Comp_Bal_In_US_Trshas 40 / 2.0% zeros ZerosUnemp_Comp_Ben_Paymtsis highly correlated withUnemp_Comp_Total_Exp(ρ = 0.92673) RejectedUnemp_Comp_Other_Balancehas 280 / 13.7% zeros ZerosUnemp_Comp_Total_Expis highly correlated withTotal_Unemp_Rev(ρ = 0.92167) RejectedUnemp_Ext___Spec_Pmtshas 251 / 12.3% zeros ZerosUnemp_Federal_Advanceshas 507 / 24.9% zeros ZerosUnemp_Int_Revenuehas 204 / 10.0% zeros ZerosUnemp_Payroll_Taxis highly correlated withTotal_Unemp_Rev(ρ = 0.9122) RejectedVetBonushas 1878 / 92.1% zeros ZerosVetBonusis highly skewed (γ1 = 38.451) SkewedWater_Trans_Cap_Outlayhas 1296 / 63.5% zeros ZerosWater_Trans_Constructis highly correlated withWater_Trans_Cap_Outlay(ρ = 0.94985) RejectedWater_Trans_Current_Expis highly correlated withWater_Trans_Direct_Exp(ρ = 0.96116) RejectedWater_Trans_Direct_Expis highly correlated withWater_Trans_Total_Exp(ρ = 0.99735) RejectedWater_Trans_IG_Loc_Govtshas 1670 / 81.9% zeros ZerosWater_Trans_IG_To_Stahas constant value 0 RejectedWater_Trans_Total_Expis highly correlated withChg_Water_Transport(ρ = 0.92927) RejectedWater_Util_Cap_Outlayhas 1777 / 87.1% zeros ZerosWater_Util_Constructis highly correlated withWater_Util_Cap_Outlay(ρ = 0.99643) RejectedWater_Util_Current_Exphas 24 / 1.2% missing values MissingWater_Util_Current_Exphas 1549 / 75.9% zeros ZerosWater_Util_Inter_Exphas 1840 / 90.2% zeros ZerosWater_Util_Total_Exphas 1565 / 76.7% zeros ZerosWater_Utility_Revenuehas 1766 / 86.6% zeros ZerosWelf_Cash_Cash_Assisthas 677 / 33.2% zeros ZerosWelf_Cash_IG_Local_Govtshas 1882 / 92.3% zeros ZerosWelf_Cash_Total_Exphas 637 / 31.2% zeros ZerosWelf_Categ_Cash_Assisthas 193 / 9.5% zeros ZerosWelf_Categ_IG_Loc_Govtsis highly correlated withWelf_Categ_Total_Exp(ρ = 0.97044) RejectedWelf_Categ_IG_To_Statehas constant value 0 RejectedWelf_Ins_Cap_Outlayhas 605 / 29.7% zeros ZerosWelf_Ins_Constructionis highly correlated withWelf_Ins_Cap_Outlay(ρ = 0.99533) RejectedWelf_Ins_Current_Expis highly correlated withWelf_Ins_Total_Exp(ρ = 0.98236) RejectedWelf_Ins_Total_Exphas 515 / 25.2% zeros ZerosWelf_NEC_Cap_Outlayhas 32 / 1.6% zeros ZerosWelf_NEC_Constructionhas 904 / 44.3% zeros ZerosWelf_NEC_Current_Expis highly correlated withWelf_NEC_Direct_Expend(ρ = 0.99988) RejectedWelf_NEC_IG_Local_Govtsis highly correlated withWelf_NEC_Total_Expend(ρ = 0.96699) RejectedWelf_NEC_IG_To_Statehas constant value 0 RejectedWelf_NEC_Total_Expendis highly correlated withProt_Insp_Current_Exp(ρ = 0.95703) RejectedWelf_State_Share_Part_Dhas 1990 / 97.5% zeros ZerosWelf_Vend_Pmts_Medicalis highly correlated withPublic_Welf_Current_Exp(ρ = 0.99268) RejectedWelf_Vend_Pmts_NEChas 674 / 33.0% zeros Zeros
Variables
Air_Trans_Cap_Outlay
Highly correlated
This variable is highly correlated with Air_Trans_Direct_Expend and should be ignored for analysis
| Correlation | 0.93523 |
|---|
Air_Trans_Construction
Highly correlated
This variable is highly correlated with Air_Trans_Cap_Outlay and should be ignored for analysis
| Correlation | 0.99045 |
|---|
Air_Trans_Current_Exp
Highly correlated
This variable is highly correlated with Air_Trans_Direct_Expend and should be ignored for analysis
| Correlation | 0.93984 |
|---|
Air_Trans_Direct_Expend
Highly correlated
This variable is highly correlated with Air_Trans_Total_Expend and should be ignored for analysis
| Correlation | 0.92595 |
|---|
Air_Trans_IG_Local_Govts
Numeric
| Distinct count | 1230 |
|---|---|
| Unique (%) | 60.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9408.4 |
|---|---|
| Minimum | 0 |
| Maximum | 244070 |
| Zeros (%) | 34.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 667.5 |
| Q3 | 6621.8 |
| 95-th percentile | 45784 |
| Maximum | 244070 |
| Range | 244070 |
| Interquartile range | 6621.8 |
Descriptive statistics
| Standard deviation | 24599 |
|---|---|
| Coef of variation | 2.6146 |
| Kurtosis | 27.886 |
| Mean | 9408.4 |
| MAD | 12811 |
| Skewness | 4.7632 |
| Sum | 19193056 |
| Variance | 605090000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 707 | 34.7% | |
| 3 | 6 | 0.3% | |
| 1 | 4 | 0.2% | |
| 21 | 4 | 0.2% | |
| 197 | 4 | 0.2% | |
| 15 | 3 | 0.1% | |
| 326 | 3 | 0.1% | |
| 143 | 3 | 0.1% | |
| 1056 | 3 | 0.1% | |
| 2690 | 3 | 0.1% | |
| Other values (1220) | 1300 | 63.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 707 | 34.7% | |
| 1 | 4 | 0.2% | |
| 2 | 2 | 0.1% | |
| 3 | 6 | 0.3% | |
| 4 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 204132 | 1 | 0.0% | |
| 211905 | 1 | 0.0% | |
| 215935 | 1 | 0.0% | |
| 224181 | 1 | 0.0% | |
| 244070 | 1 | 0.0% |
Air_Trans_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Air_Trans_Total_Expend
Numeric
| Distinct count | 1670 |
|---|---|
| Unique (%) | 81.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 29627 |
|---|---|
| Minimum | 0 |
| Maximum | 560474 |
| Zeros (%) | 13.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1111.5 |
| Median | 5264.5 |
| Q3 | 26326 |
| 95-th percentile | 139370 |
| Maximum | 560474 |
| Range | 560474 |
| Interquartile range | 25214 |
Descriptive statistics
| Standard deviation | 65049 |
|---|---|
| Coef of variation | 2.1956 |
| Kurtosis | 23.939 |
| Mean | 29627 |
| MAD | 36222 |
| Skewness | 4.3647 |
| Sum | 60439600 |
| Variance | 4231400000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 272 | 13.3% | |
| 197 | 4 | 0.2% | |
| 789 | 3 | 0.1% | |
| 6687 | 3 | 0.1% | |
| 4253 | 3 | 0.1% | |
| 3004 | 3 | 0.1% | |
| 52 | 3 | 0.1% | |
| 1553 | 3 | 0.1% | |
| 91480 | 2 | 0.1% | |
| 1415 | 2 | 0.1% | |
| Other values (1660) | 1742 | 85.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 272 | 13.3% | |
| 6 | 1 | 0.0% | |
| 13 | 1 | 0.0% | |
| 15 | 1 | 0.0% | |
| 20 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 537839 | 1 | 0.0% | |
| 551839 | 1 | 0.0% | |
| 555528 | 1 | 0.0% | |
| 555880 | 1 | 0.0% | |
| 560474 | 1 | 0.0% |
Alcoholic_Beverage_Lic
Numeric
| Distinct count | 1669 |
|---|---|
| Unique (%) | 81.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6573.2 |
|---|---|
| Minimum | 0 |
| Maximum | 257601 |
| Zeros (%) | 6.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 787.25 |
| Median | 2182.5 |
| Q3 | 6787.2 |
| 95-th percentile | 30977 |
| Maximum | 257601 |
| Range | 257601 |
| Interquartile range | 6000 |
Descriptive statistics
| Standard deviation | 12914 |
|---|---|
| Coef of variation | 1.9646 |
| Kurtosis | 92.184 |
| Mean | 6573.2 |
| MAD | 7041 |
| Skewness | 6.9565 |
| Sum | 13409315 |
| Variance | 166760000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 122 | 6.0% | |
| 7 | 7 | 0.3% | |
| 243 | 6 | 0.3% | |
| 1936 | 6 | 0.3% | |
| 9 | 5 | 0.2% | |
| 241 | 5 | 0.2% | |
| 239 | 5 | 0.2% | |
| 260 | 4 | 0.2% | |
| 252 | 4 | 0.2% | |
| 540 | 4 | 0.2% | |
| Other values (1659) | 1872 | 91.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 122 | 6.0% | |
| 1 | 1 | 0.0% | |
| 2 | 1 | 0.0% | |
| 5 | 2 | 0.1% | |
| 6 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 74711 | 1 | 0.0% | |
| 133757 | 1 | 0.0% | |
| 143858 | 1 | 0.0% | |
| 153263 | 1 | 0.0% | |
| 257601 | 1 | 0.0% |
Alcoholic_Beverage_Tax
Numeric
| Distinct count | 2018 |
|---|---|
| Unique (%) | 98.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 79131 |
|---|---|
| Minimum | 0 |
| Maximum | 1191961 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5585.2 |
| Q1 | 14824 |
| Median | 40393 |
| Q3 | 95432 |
| 95-th percentile | 294650 |
| Maximum | 1191961 |
| Range | 1191961 |
| Interquartile range | 80607 |
Descriptive statistics
| Standard deviation | 116140 |
|---|---|
| Coef of variation | 1.4677 |
| Kurtosis | 20.815 |
| Mean | 79131 |
| MAD | 70611 |
| Skewness | 3.8372 |
| Sum | 161426704 |
| Variance | 13489000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 14232 | 3 | 0.1% | |
| 12707 | 2 | 0.1% | |
| 12239 | 2 | 0.1% | |
| 5507 | 2 | 0.1% | |
| 23159 | 2 | 0.1% | |
| 7609 | 2 | 0.1% | |
| 7513 | 2 | 0.1% | |
| 45955 | 2 | 0.1% | |
| 39626 | 2 | 0.1% | |
| 9682 | 2 | 0.1% | |
| Other values (2008) | 2019 | 99.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.0% | |
| 1000 | 1 | 0.0% | |
| 1064 | 1 | 0.0% | |
| 1090 | 1 | 0.0% | |
| 1102 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 937614 | 1 | 0.0% | |
| 984423 | 1 | 0.0% | |
| 1068051 | 1 | 0.0% | |
| 1147565 | 1 | 0.0% | |
| 1191961 | 1 | 0.0% |
Amusement_License
Numeric
| Distinct count | 1049 |
|---|---|
| Unique (%) | 51.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5818.2 |
|---|---|
| Minimum | 0 |
| Maximum | 313973 |
| Zeros (%) | 25.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 224.5 |
| Q3 | 1272.8 |
| 95-th percentile | 33482 |
| Maximum | 313973 |
| Range | 313973 |
| Interquartile range | 1272.8 |
Descriptive statistics
| Standard deviation | 21629 |
|---|---|
| Coef of variation | 3.7176 |
| Kurtosis | 67.91 |
| Mean | 5818.2 |
| MAD | 9012.5 |
| Skewness | 7.09 |
| Sum | 11869078 |
| Variance | 467830000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 518 | 25.4% | |
| 1 | 12 | 0.6% | |
| 107 | 11 | 0.5% | |
| 29 | 9 | 0.4% | |
| 28 | 9 | 0.4% | |
| 37 | 8 | 0.4% | |
| 15 | 8 | 0.4% | |
| 14 | 8 | 0.4% | |
| 16 | 8 | 0.4% | |
| 87 | 7 | 0.3% | |
| Other values (1039) | 1442 | 70.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 518 | 25.4% | |
| 1 | 12 | 0.6% | |
| 2 | 6 | 0.3% | |
| 3 | 2 | 0.1% | |
| 4 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 204763 | 1 | 0.0% | |
| 221533 | 1 | 0.0% | |
| 261229 | 1 | 0.0% | |
| 304930 | 1 | 0.0% | |
| 313973 | 1 | 0.0% |
Amusement_Tax
Numeric
| Distinct count | 1119 |
|---|---|
| Unique (%) | 54.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 58716 |
|---|---|
| Minimum | 0 |
| Maximum | 1499664 |
| Zeros (%) | 35.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 230.5 |
| Q3 | 10236 |
| 95-th percentile | 398240 |
| Maximum | 1499664 |
| Range | 1499664 |
| Interquartile range | 10236 |
Descriptive statistics
| Standard deviation | 173140 |
|---|---|
| Coef of variation | 2.9488 |
| Kurtosis | 20.665 |
| Mean | 58716 |
| MAD | 92594 |
| Skewness | 4.2119 |
| Sum | 119781613 |
| Variance | 29978000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 731 | 35.8% | |
| 196 | 11 | 0.5% | |
| 105 | 6 | 0.3% | |
| 81 | 6 | 0.3% | |
| 12 | 6 | 0.3% | |
| 72 | 6 | 0.3% | |
| 99 | 5 | 0.2% | |
| 90 | 4 | 0.2% | |
| 21 | 4 | 0.2% | |
| 97 | 4 | 0.2% | |
| Other values (1109) | 1257 | 61.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 731 | 35.8% | |
| 2 | 1 | 0.0% | |
| 3 | 2 | 0.1% | |
| 4 | 1 | 0.0% | |
| 5 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1400232 | 1 | 0.0% | |
| 1408047 | 1 | 0.0% | |
| 1415734 | 1 | 0.0% | |
| 1447200 | 1 | 0.0% | |
| 1499664 | 1 | 0.0% |
Beg_LTD_Out_All_Other
Highly correlated
This variable is highly correlated with Total_Beg_LTD_Out and should be ignored for analysis
| Correlation | 0.97486 |
|---|
Beg_LTD_Out_Education
Numeric
| Distinct count | 150 |
|---|---|
| Unique (%) | 7.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 133450 |
|---|---|
| Minimum | 0 |
| Maximum | 21162959 |
| Zeros (%) | 92.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 219780 |
| Maximum | 21162959 |
| Range | 21162959 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 997230 |
|---|---|
| Coef of variation | 7.4727 |
| Kurtosis | 241.31 |
| Mean | 133450 |
| MAD | 249580 |
| Skewness | 13.908 |
| Sum | 272235865 |
| Variance | 994460000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1891 | 92.7% | |
| 23215 | 1 | 0.0% | |
| 8743582 | 1 | 0.0% | |
| 184982 | 1 | 0.0% | |
| 152202 | 1 | 0.0% | |
| 4125290 | 1 | 0.0% | |
| 8352360 | 1 | 0.0% | |
| 141927 | 1 | 0.0% | |
| 4729427 | 1 | 0.0% | |
| 213580 | 1 | 0.0% | |
| Other values (140) | 140 | 6.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1891 | 92.7% | |
| 1 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 125 | 1 | 0.0% | |
| 260 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8743582 | 1 | 0.0% | |
| 9220991 | 1 | 0.0% | |
| 18199958 | 1 | 0.0% | |
| 19795510 | 1 | 0.0% | |
| 21162959 | 1 | 0.0% |
Beg_LTD_Out_Elec_Util
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11499 |
|---|---|
| Minimum | 0 |
| Maximum | 8803796 |
| Zeros (%) | 99.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8803796 |
| Range | 8803796 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 225460 |
|---|---|
| Coef of variation | 19.607 |
| Kurtosis | 1154.7 |
| Mean | 11499 |
| MAD | 22829 |
| Skewness | 31.318 |
| Sum | 23458155 |
| Variance | 50834000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2025 | 99.3% | |
| 68945 | 3 | 0.1% | |
| 2240033 | 1 | 0.0% | |
| 140786 | 1 | 0.0% | |
| 8803796 | 1 | 0.0% | |
| 2213108 | 1 | 0.0% | |
| 146567 | 1 | 0.0% | |
| 1375210 | 1 | 0.0% | |
| 1246060 | 1 | 0.0% | |
| 144160 | 1 | 0.0% | |
| Other values (4) | 4 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2025 | 99.3% | |
| 68945 | 3 | 0.1% | |
| 140786 | 1 | 0.0% | |
| 144160 | 1 | 0.0% | |
| 146567 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2117740 | 1 | 0.0% | |
| 2213108 | 1 | 0.0% | |
| 2240033 | 1 | 0.0% | |
| 2308115 | 1 | 0.0% | |
| 8803796 | 1 | 0.0% |
Beg_LTD_Out_Gas_Util
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.0348 |
|---|---|
| Minimum | 0 |
| Maximum | 1673 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1673 |
| Range | 1673 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 54.261 |
|---|---|
| Coef of variation | 26.666 |
| Kurtosis | 779.9 |
| Mean | 2.0348 |
| MAD | 4.0636 |
| Skewness | 27.595 |
| Sum | 4151 |
| Variance | 2944.2 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2037 | 99.9% | |
| 1673 | 1 | 0.0% | |
| 1506 | 1 | 0.0% | |
| 972 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2037 | 99.9% | |
| 972 | 1 | 0.0% | |
| 1506 | 1 | 0.0% | |
| 1673 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2037 | 99.9% | |
| 972 | 1 | 0.0% | |
| 1506 | 1 | 0.0% | |
| 1673 | 1 | 0.0% |
Beg_LTD_Out_General
Numeric
| Distinct count | 1054 |
|---|---|
| Unique (%) | 51.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3682500 |
|---|---|
| Minimum | 0 |
| Maximum | 92566361 |
| Zeros (%) | 48.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 577680 |
| Q3 | 3983000 |
| 95-th percentile | 15786000 |
| Maximum | 92566361 |
| Range | 92566361 |
| Interquartile range | 3983000 |
Descriptive statistics
| Standard deviation | 8276400 |
|---|---|
| Coef of variation | 2.2475 |
| Kurtosis | 32.511 |
| Mean | 3682500 |
| MAD | 4445100 |
| Skewness | 4.9702 |
| Sum | 7512236779 |
| Variance | 68498000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 985 | 48.3% | |
| 49650 | 2 | 0.1% | |
| 1266184 | 2 | 0.1% | |
| 74790940 | 1 | 0.0% | |
| 4362948 | 1 | 0.0% | |
| 7253914 | 1 | 0.0% | |
| 1471833 | 1 | 0.0% | |
| 1792904 | 1 | 0.0% | |
| 14157352 | 1 | 0.0% | |
| 5679798 | 1 | 0.0% | |
| Other values (1044) | 1044 | 51.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 985 | 48.3% | |
| 49650 | 2 | 0.1% | |
| 61158 | 1 | 0.0% | |
| 110653 | 1 | 0.0% | |
| 120525 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 68249760 | 1 | 0.0% | |
| 72649281 | 1 | 0.0% | |
| 74790940 | 1 | 0.0% | |
| 84244988 | 1 | 0.0% | |
| 92566361 | 1 | 0.0% |
Beg_LTD_Out_Other_NEC
Highly correlated
This variable is highly correlated with Beg_LTD_Out_General and should be ignored for analysis
| Correlation | 0.94187 |
|---|
Beg_LTD_Out_Priv_Purp
Numeric
| Distinct count | 156 |
|---|---|
| Unique (%) | 7.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 357240 |
|---|---|
| Minimum | 0 |
| Maximum | 29203058 |
| Zeros (%) | 92.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1848900 |
| Maximum | 29203058 |
| Range | 29203058 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2011100 |
|---|---|
| Coef of variation | 5.6295 |
| Kurtosis | 91.839 |
| Mean | 357240 |
| MAD | 660190 |
| Skewness | 8.8804 |
| Sum | 728762477 |
| Variance | 4044400000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1885 | 92.4% | |
| 1530467 | 1 | 0.0% | |
| 3322622 | 1 | 0.0% | |
| 3328746 | 1 | 0.0% | |
| 3846875 | 1 | 0.0% | |
| 5986973 | 1 | 0.0% | |
| 22053701 | 1 | 0.0% | |
| 29203058 | 1 | 0.0% | |
| 3541609 | 1 | 0.0% | |
| 7324245 | 1 | 0.0% | |
| Other values (146) | 146 | 7.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1885 | 92.4% | |
| 491309 | 1 | 0.0% | |
| 553750 | 1 | 0.0% | |
| 555512 | 1 | 0.0% | |
| 576518 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22521515 | 1 | 0.0% | |
| 23429109 | 1 | 0.0% | |
| 23887067 | 1 | 0.0% | |
| 24756426 | 1 | 0.0% | |
| 29203058 | 1 | 0.0% |
Beg_LTD_Out_Private_Purp
Numeric
| Distinct count | 767 |
|---|---|
| Unique (%) | 37.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2430500 |
|---|---|
| Minimum | 0 |
| Maximum | 37879484 |
| Zeros (%) | 62.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2155100 |
| 95-th percentile | 13267000 |
| Maximum | 37879484 |
| Range | 37879484 |
| Interquartile range | 2155100 |
Descriptive statistics
| Standard deviation | 5564000 |
|---|---|
| Coef of variation | 2.2893 |
| Kurtosis | 12.841 |
| Mean | 2430500 |
| MAD | 3318600 |
| Skewness | 3.4231 |
| Sum | 4958136113 |
| Variance | 30958000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1273 | 62.4% | |
| 2664878 | 2 | 0.1% | |
| 3312223 | 1 | 0.0% | |
| 2411149 | 1 | 0.0% | |
| 1014411 | 1 | 0.0% | |
| 22053701 | 1 | 0.0% | |
| 2656899 | 1 | 0.0% | |
| 3873409 | 1 | 0.0% | |
| 4885119 | 1 | 0.0% | |
| 5296766 | 1 | 0.0% | |
| Other values (757) | 757 | 37.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1273 | 62.4% | |
| 347799 | 1 | 0.0% | |
| 385166 | 1 | 0.0% | |
| 389339 | 1 | 0.0% | |
| 431458 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34850307 | 1 | 0.0% | |
| 34867235 | 1 | 0.0% | |
| 36860751 | 1 | 0.0% | |
| 37289368 | 1 | 0.0% | |
| 37879484 | 1 | 0.0% |
Beg_LTD_Out_Trans_Util
Highly correlated
This variable is highly correlated with Beg_LTD_Out_Utility and should be ignored for analysis
| Correlation | 0.96643 |
|---|
Beg_LTD_Out_Utility
Numeric
| Distinct count | 32 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 30738 |
|---|---|
| Minimum | 0 |
| Maximum | 20982709 |
| Zeros (%) | 98.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20982709 |
| Range | 20982709 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 636350 |
|---|---|
| Coef of variation | 20.703 |
| Kurtosis | 774.11 |
| Mean | 30738 |
| MAD | 60677 |
| Skewness | 26.939 |
| Sum | 62704819 |
| Variance | 404940000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2006 | 98.3% | |
| 68945 | 3 | 0.1% | |
| 1091 | 2 | 0.1% | |
| 803589 | 1 | 0.0% | |
| 123550 | 1 | 0.0% | |
| 719480 | 1 | 0.0% | |
| 72205 | 1 | 0.0% | |
| 2519 | 1 | 0.0% | |
| 1286452 | 1 | 0.0% | |
| 2995 | 1 | 0.0% | |
| Other values (22) | 22 | 1.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2006 | 98.3% | |
| 1 | 1 | 0.0% | |
| 1091 | 2 | 0.1% | |
| 1567 | 1 | 0.0% | |
| 2043 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2240033 | 1 | 0.0% | |
| 2308115 | 1 | 0.0% | |
| 12997990 | 1 | 0.0% | |
| 13993248 | 1 | 0.0% | |
| 20982709 | 1 | 0.0% |
Beg_LTD_Out_Water_Util
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1747.7 |
|---|---|
| Minimum | 0 |
| Maximum | 1121250 |
| Zeros (%) | 98.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1121250 |
| Range | 1121250 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 35156 |
|---|---|
| Coef of variation | 20.116 |
| Kurtosis | 721.78 |
| Mean | 1747.7 |
| MAD | 3465.1 |
| Skewness | 25.99 |
| Sum | 3565312 |
| Variance | 1236000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2018 | 98.9% | |
| 1091 | 2 | 0.1% | |
| 719480 | 1 | 0.0% | |
| 1 | 1 | 0.0% | |
| 135235 | 1 | 0.0% | |
| 92305 | 1 | 0.0% | |
| 314 | 1 | 0.0% | |
| 319 | 1 | 0.0% | |
| 324 | 1 | 0.0% | |
| 2519 | 1 | 0.0% | |
| Other values (12) | 12 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2018 | 98.9% | |
| 1 | 1 | 0.0% | |
| 314 | 1 | 0.0% | |
| 319 | 1 | 0.0% | |
| 324 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 130585 | 1 | 0.0% | |
| 135235 | 1 | 0.0% | |
| 719480 | 1 | 0.0% | |
| 803589 | 1 | 0.0% | |
| 1121250 | 1 | 0.0% |
Bond_Fd_Cash___Sec
Numeric
| Distinct count | 2004 |
|---|---|
| Unique (%) | 98.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 561990 |
|---|---|
| Minimum | 0 |
| Maximum | 18371913 |
| Zeros (%) | 1.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6322.6 |
| Q1 | 81880 |
| Median | 231780 |
| Q3 | 542070 |
| 95-th percentile | 2336100 |
| Maximum | 18371913 |
| Range | 18371913 |
| Interquartile range | 460190 |
Descriptive statistics
| Standard deviation | 1165300 |
|---|---|
| Coef of variation | 2.0735 |
| Kurtosis | 71.234 |
| Mean | 561990 |
| MAD | 571800 |
| Skewness | 6.9011 |
| Sum | 1146466538 |
| Variance | 1358000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 34 | 1.7% | |
| 263036 | 2 | 0.1% | |
| 110233 | 2 | 0.1% | |
| 28819 | 2 | 0.1% | |
| 206285 | 1 | 0.0% | |
| 243106 | 1 | 0.0% | |
| 114081 | 1 | 0.0% | |
| 353696 | 1 | 0.0% | |
| 388511 | 1 | 0.0% | |
| 1847294 | 1 | 0.0% | |
| Other values (1994) | 1994 | 97.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 34 | 1.7% | |
| 52 | 1 | 0.0% | |
| 75 | 1 | 0.0% | |
| 82 | 1 | 0.0% | |
| 84 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10832496 | 1 | 0.0% | |
| 12816172 | 1 | 0.0% | |
| 14109006 | 1 | 0.0% | |
| 16601543 | 1 | 0.0% | |
| 18371913 | 1 | 0.0% |
Cen_Staff_Cap_Outlay
Numeric
| Distinct count | 1474 |
|---|---|
| Unique (%) | 72.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2355.5 |
|---|---|
| Minimum | 0 |
| Maximum | 99556 |
| Zeros (%) | 0.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 332 |
| Median | 871.5 |
| Q3 | 2173.8 |
| 95-th percentile | 9765.9 |
| Maximum | 99556 |
| Range | 99556 |
| Interquartile range | 1841.8 |
Descriptive statistics
| Standard deviation | 5151.7 |
|---|---|
| Coef of variation | 2.1871 |
| Kurtosis | 102.19 |
| Mean | 2355.5 |
| MAD | 2482.6 |
| Skewness | 7.8625 |
| Sum | 4805233 |
| Variance | 26540000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 14 | 0.7% | |
| 128 | 7 | 0.3% | |
| 87 | 6 | 0.3% | |
| 102 | 6 | 0.3% | |
| 53 | 6 | 0.3% | |
| 835 | 5 | 0.2% | |
| 111 | 5 | 0.2% | |
| 129 | 5 | 0.2% | |
| 334 | 5 | 0.2% | |
| 272 | 4 | 0.2% | |
| Other values (1464) | 1977 | 96.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 14 | 0.7% | |
| 7 | 2 | 0.1% | |
| 10 | 1 | 0.0% | |
| 11 | 1 | 0.0% | |
| 12 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 47503 | 1 | 0.0% | |
| 48934 | 1 | 0.0% | |
| 51804 | 1 | 0.0% | |
| 79037 | 1 | 0.0% | |
| 99556 | 1 | 0.0% |
Cen_Staff_Construction
Numeric
| Distinct count | 560 |
|---|---|
| Unique (%) | 27.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 650.32 |
|---|---|
| Minimum | 0 |
| Maximum | 77353 |
| Zeros (%) | 46.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 132 |
| 95-th percentile | 2927.6 |
| Maximum | 77353 |
| Range | 77353 |
| Interquartile range | 132 |
Descriptive statistics
| Standard deviation | 3063 |
|---|---|
| Coef of variation | 4.71 |
| Kurtosis | 243.24 |
| Mean | 650.32 |
| MAD | 1033.7 |
| Skewness | 12.745 |
| Sum | 1326647 |
| Variance | 9381800 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 944 | 46.3% | |
| 1 | 30 | 1.5% | |
| 2 | 29 | 1.4% | |
| 3 | 26 | 1.3% | |
| 5 | 19 | 0.9% | |
| 6 | 18 | 0.9% | |
| 15 | 16 | 0.8% | |
| 4 | 13 | 0.6% | |
| 13 | 12 | 0.6% | |
| 18 | 12 | 0.6% | |
| Other values (550) | 921 | 45.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 944 | 46.3% | |
| 1 | 30 | 1.5% | |
| 2 | 29 | 1.4% | |
| 3 | 26 | 1.3% | |
| 4 | 13 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30588 | 1 | 0.0% | |
| 35363 | 1 | 0.0% | |
| 35426 | 1 | 0.0% | |
| 46729 | 1 | 0.0% | |
| 77353 | 1 | 0.0% |
Cen_Staff_Current_Exp
Highly correlated
This variable is highly correlated with Cen_Staff_Direct_Exp and should be ignored for analysis
| Correlation | 0.99768 |
|---|
Cen_Staff_Direct_Exp
Highly correlated
This variable is highly correlated with Cen_Staff_Total_Expend and should be ignored for analysis
| Correlation | 0.99892 |
|---|
Cen_Staff_IG_Local_Govts
Numeric
| Distinct count | 520 |
|---|---|
| Unique (%) | 25.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 716.48 |
|---|---|
| Minimum | 0 |
| Maximum | 49954 |
| Zeros (%) | 66.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 99.25 |
| 95-th percentile | 3535 |
| Maximum | 49954 |
| Range | 49954 |
| Interquartile range | 99.25 |
Descriptive statistics
| Standard deviation | 3277.2 |
|---|---|
| Coef of variation | 4.5741 |
| Kurtosis | 100.45 |
| Mean | 716.48 |
| MAD | 1166 |
| Skewness | 9.1056 |
| Sum | 1461619 |
| Variance | 10740000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1352 | 66.3% | |
| 72 | 18 | 0.9% | |
| 1 | 12 | 0.6% | |
| 3 | 9 | 0.4% | |
| 26 | 5 | 0.2% | |
| 141 | 5 | 0.2% | |
| 20 | 5 | 0.2% | |
| 5 | 5 | 0.2% | |
| 4 | 5 | 0.2% | |
| 14 | 4 | 0.2% | |
| Other values (510) | 620 | 30.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1352 | 66.3% | |
| 1 | 12 | 0.6% | |
| 2 | 4 | 0.2% | |
| 3 | 9 | 0.4% | |
| 4 | 5 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 38172 | 1 | 0.0% | |
| 40169 | 1 | 0.0% | |
| 40332 | 1 | 0.0% | |
| 46252 | 1 | 0.0% | |
| 49954 | 1 | 0.0% |
Cen_Staff_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Cen_Staff_Total_Expend
Numeric
| Distinct count | 2021 |
|---|---|
| Unique (%) | 99.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 62281 |
|---|---|
| Minimum | 2728 |
| Maximum | 463291 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2728 |
|---|---|
| 5-th percentile | 7935.9 |
| Q1 | 19852 |
| Median | 39015 |
| Q3 | 74840 |
| 95-th percentile | 209140 |
| Maximum | 463291 |
| Range | 460563 |
| Interquartile range | 54989 |
Descriptive statistics
| Standard deviation | 70128 |
|---|---|
| Coef of variation | 1.126 |
| Kurtosis | 8.0031 |
| Mean | 62281 |
| MAD | 46283 |
| Skewness | 2.6312 |
| Sum | 127053432 |
| Variance | 4917900000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 6689 | 3 | 0.1% | |
| 18183 | 2 | 0.1% | |
| 18128 | 2 | 0.1% | |
| 14178 | 2 | 0.1% | |
| 33000 | 2 | 0.1% | |
| 36186 | 2 | 0.1% | |
| 13941 | 2 | 0.1% | |
| 90661 | 2 | 0.1% | |
| 17749 | 2 | 0.1% | |
| 40303 | 2 | 0.1% | |
| Other values (2011) | 2019 | 99.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2728 | 1 | 0.0% | |
| 3339 | 1 | 0.0% | |
| 3612 | 1 | 0.0% | |
| 3858 | 1 | 0.0% | |
| 3950 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 441173 | 1 | 0.0% | |
| 442566 | 1 | 0.0% | |
| 448397 | 1 | 0.0% | |
| 450547 | 1 | 0.0% | |
| 463291 | 1 | 0.0% |
Chg_Air_Transportation
Numeric
| Distinct count | 715 |
|---|---|
| Unique (%) | 35.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15223 |
|---|---|
| Minimum | 0 |
| Maximum | 703536 |
| Zeros (%) | 54.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 491.75 |
| 95-th percentile | 78844 |
| Maximum | 703536 |
| Range | 703536 |
| Interquartile range | 491.75 |
Descriptive statistics
| Standard deviation | 61361 |
|---|---|
| Coef of variation | 4.0309 |
| Kurtosis | 45.249 |
| Mean | 15223 |
| MAD | 25984 |
| Skewness | 6.1637 |
| Sum | 31054450 |
| Variance | 3765200000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1111 | 54.5% | |
| 1 | 18 | 0.9% | |
| 2 | 12 | 0.6% | |
| 5 | 8 | 0.4% | |
| 14 | 8 | 0.4% | |
| 3 | 7 | 0.3% | |
| 17 | 5 | 0.2% | |
| 65 | 5 | 0.2% | |
| 18 | 5 | 0.2% | |
| 96 | 4 | 0.2% | |
| Other values (705) | 857 | 42.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1111 | 54.5% | |
| 1 | 18 | 0.9% | |
| 2 | 12 | 0.6% | |
| 3 | 7 | 0.3% | |
| 4 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 575999 | 1 | 0.0% | |
| 583104 | 1 | 0.0% | |
| 627384 | 1 | 0.0% | |
| 668690 | 1 | 0.0% | |
| 703536 | 1 | 0.0% |
Chg_All_Other_NEC
Numeric
| Distinct count | 2027 |
|---|---|
| Unique (%) | 99.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 142770 |
|---|---|
| Minimum | 1293 |
| Maximum | 4380234 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1293 |
|---|---|
| 5-th percentile | 6730.8 |
| Q1 | 27015 |
| Median | 66176 |
| Q3 | 159900 |
| 95-th percentile | 555310 |
| Maximum | 4380234 |
| Range | 4378941 |
| Interquartile range | 132880 |
Descriptive statistics
| Standard deviation | 238830 |
|---|---|
| Coef of variation | 1.6728 |
| Kurtosis | 73.464 |
| Mean | 142770 |
| MAD | 132710 |
| Skewness | 6.3121 |
| Sum | 291260412 |
| Variance | 57041000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 28922 | 2 | 0.1% | |
| 16659 | 2 | 0.1% | |
| 8600 | 2 | 0.1% | |
| 6257 | 2 | 0.1% | |
| 26971 | 2 | 0.1% | |
| 72938 | 2 | 0.1% | |
| 13444 | 2 | 0.1% | |
| 72780 | 2 | 0.1% | |
| 84755 | 2 | 0.1% | |
| 13010 | 2 | 0.1% | |
| Other values (2017) | 2020 | 99.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1293 | 1 | 0.0% | |
| 1509 | 1 | 0.0% | |
| 1726 | 1 | 0.0% | |
| 1933 | 1 | 0.0% | |
| 1941 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1743146 | 1 | 0.0% | |
| 2143038 | 1 | 0.0% | |
| 2483390 | 1 | 0.0% | |
| 3173610 | 1 | 0.0% | |
| 4380234 | 1 | 0.0% |
Chg_Elem_Ed_NEC
Numeric
| Distinct count | 129 |
|---|---|
| Unique (%) | 6.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 209.88 |
|---|---|
| Minimum | 0 |
| Maximum | 17425 |
| Zeros (%) | 93.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 215.15 |
| Maximum | 17425 |
| Range | 17425 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1155.8 |
|---|---|
| Coef of variation | 5.5071 |
| Kurtosis | 61.829 |
| Mean | 209.88 |
| MAD | 395.82 |
| Skewness | 7.1613 |
| Sum | 428150 |
| Variance | 1335900 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1903 | 93.3% | |
| 8 | 3 | 0.1% | |
| 1012 | 3 | 0.1% | |
| 16 | 2 | 0.1% | |
| 2 | 2 | 0.1% | |
| 10 | 2 | 0.1% | |
| 4 | 2 | 0.1% | |
| 161 | 2 | 0.1% | |
| 4346 | 1 | 0.0% | |
| 4397 | 1 | 0.0% | |
| Other values (119) | 119 | 5.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1903 | 93.3% | |
| 2 | 2 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4 | 2 | 0.1% | |
| 6 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9835 | 1 | 0.0% | |
| 10015 | 1 | 0.0% | |
| 11798 | 1 | 0.0% | |
| 12436 | 1 | 0.0% | |
| 17425 | 1 | 0.0% |
Chg_Elem_Ed_Sch_Lunch
Highly correlated
This variable is highly correlated with Chg_Total_Elem_Education and should be ignored for analysis
| Correlation | 0.96385 |
|---|
Chg_Elem_Ed_Tuition
Highly correlated
This variable is highly correlated with Chg_Elem_Ed_Sch_Lunch and should be ignored for analysis
| Correlation | 0.94394 |
|---|
Chg_Highways
Numeric
| Distinct count | 1902 |
|---|---|
| Unique (%) | 93.2% |
| Missing (%) | 0.0% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 86108 |
|---|---|
| Minimum | 0 |
| Maximum | 3969900 |
| Zeros (%) | 3.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 38.8 |
| Q1 | 2067 |
| Median | 15277 |
| Q3 | 65798 |
| 95-th percentile | 428170 |
| Maximum | 3969900 |
| Range | 3969900 |
| Interquartile range | 63731 |
Descriptive statistics
| Standard deviation | 210710 |
|---|---|
| Coef of variation | 2.447 |
| Kurtosis | 71.595 |
| Mean | 86108 |
| MAD | 108680 |
| Skewness | 6.3119 |
| Sum | 175570000 |
| Variance | 44397000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 62 | 3.0% | |
| 9.0 | 7 | 0.3% | |
| 5.0 | 4 | 0.2% | |
| 93.0 | 4 | 0.2% | |
| 618.0 | 3 | 0.1% | |
| 7.0 | 3 | 0.1% | |
| 2.0 | 3 | 0.1% | |
| 37453.0 | 2 | 0.1% | |
| 1037.0 | 2 | 0.1% | |
| 170.0 | 2 | 0.1% | |
| Other values (1891) | 1947 | 95.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 62 | 3.0% | |
| 2.0 | 3 | 0.1% | |
| 3.0 | 2 | 0.1% | |
| 5.0 | 4 | 0.2% | |
| 7.0 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1614108.0 | 1 | 0.0% | |
| 1645300.0 | 1 | 0.0% | |
| 1729882.0 | 1 | 0.0% | |
| 1795114.0 | 1 | 0.0% | |
| 3969888.0 | 1 | 0.0% |
Chg_Hospitals
Highly correlated
This variable is highly correlated with Total_General_Charges and should be ignored for analysis
| Correlation | 0.91247 |
|---|
Chg_Housing___Comm_Dev
Numeric
| Distinct count | 1626 |
|---|---|
| Unique (%) | 79.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7897 |
|---|---|
| Minimum | 0 |
| Maximum | 145869 |
| Zeros (%) | 15.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 655.25 |
| Median | 3166.5 |
| Q3 | 9968.2 |
| 95-th percentile | 29955 |
| Maximum | 145869 |
| Range | 145869 |
| Interquartile range | 9313 |
Descriptive statistics
| Standard deviation | 13552 |
|---|---|
| Coef of variation | 1.716 |
| Kurtosis | 25.174 |
| Mean | 7897 |
| MAD | 8005.5 |
| Skewness | 4.2429 |
| Sum | 16109974 |
| Variance | 183640000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 315 | 15.4% | |
| 418 | 3 | 0.1% | |
| 1207 | 3 | 0.1% | |
| 855 | 3 | 0.1% | |
| 1261 | 3 | 0.1% | |
| 3310 | 3 | 0.1% | |
| 2886 | 3 | 0.1% | |
| 235 | 3 | 0.1% | |
| 60 | 3 | 0.1% | |
| 2867 | 3 | 0.1% | |
| Other values (1616) | 1698 | 83.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 315 | 15.4% | |
| 5 | 1 | 0.0% | |
| 20 | 1 | 0.0% | |
| 25 | 1 | 0.0% | |
| 26 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 107979 | 1 | 0.0% | |
| 116112 | 1 | 0.0% | |
| 125714 | 1 | 0.0% | |
| 133173 | 1 | 0.0% | |
| 145869 | 1 | 0.0% |
Chg_Misc_Com_Activ
Numeric
| Distinct count | 410 |
|---|---|
| Unique (%) | 20.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 23290 |
|---|---|
| Minimum | 0 |
| Maximum | 4836199 |
| Zeros (%) | 78.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 35535 |
| Maximum | 4836199 |
| Range | 4836199 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 245370 |
|---|---|
| Coef of variation | 10.536 |
| Kurtosis | 236.58 |
| Mean | 23290 |
| MAD | 42995 |
| Skewness | 15.03 |
| Sum | 47510658 |
| Variance | 60206000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1601 | 78.5% | |
| 1599 | 7 | 0.3% | |
| 769 | 2 | 0.1% | |
| 6260 | 2 | 0.1% | |
| 137 | 2 | 0.1% | |
| 708 | 2 | 0.1% | |
| 153 | 2 | 0.1% | |
| 3023 | 2 | 0.1% | |
| 263 | 2 | 0.1% | |
| 1540 | 2 | 0.1% | |
| Other values (400) | 416 | 20.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1601 | 78.5% | |
| 1 | 2 | 0.1% | |
| 8 | 2 | 0.1% | |
| 10 | 1 | 0.0% | |
| 12 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3649103 | 1 | 0.0% | |
| 3670647 | 1 | 0.0% | |
| 3886520 | 1 | 0.0% | |
| 4030867 | 1 | 0.0% | |
| 4836199 | 1 | 0.0% |
Chg_Parking
Numeric
| Distinct count | 100 |
|---|---|
| Unique (%) | 4.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 419.99 |
|---|---|
| Minimum | 0 |
| Maximum | 44623 |
| Zeros (%) | 95.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 44623 |
| Range | 44623 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2833 |
|---|---|
| Coef of variation | 6.7455 |
| Kurtosis | 124.45 |
| Mean | 419.99 |
| MAD | 799.37 |
| Skewness | 10.146 |
| Sum | 856770 |
| Variance | 8026000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1940 | 95.1% | |
| 2554 | 2 | 0.1% | |
| 2605 | 1 | 0.0% | |
| 439 | 1 | 0.0% | |
| 6630 | 1 | 0.0% | |
| 6633 | 1 | 0.0% | |
| 2568 | 1 | 0.0% | |
| 21002 | 1 | 0.0% | |
| 2574 | 1 | 0.0% | |
| 2578 | 1 | 0.0% | |
| Other values (90) | 90 | 4.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1940 | 95.1% | |
| 2 | 1 | 0.0% | |
| 339 | 1 | 0.0% | |
| 389 | 1 | 0.0% | |
| 395 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 37847 | 1 | 0.0% | |
| 40583 | 1 | 0.0% | |
| 41281 | 1 | 0.0% | |
| 42014 | 1 | 0.0% | |
| 44623 | 1 | 0.0% |
Chg_Parks___Recreation
Numeric
| Distinct count | 1900 |
|---|---|
| Unique (%) | 93.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19503 |
|---|---|
| Minimum | 0 |
| Maximum | 421818 |
| Zeros (%) | 2.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 310.1 |
| Q1 | 2346.8 |
| Median | 7029.5 |
| Q3 | 19142 |
| 95-th percentile | 82488 |
| Maximum | 421818 |
| Range | 421818 |
| Interquartile range | 16795 |
Descriptive statistics
| Standard deviation | 39558 |
|---|---|
| Coef of variation | 2.0283 |
| Kurtosis | 26.254 |
| Mean | 19503 |
| MAD | 20551 |
| Skewness | 4.6175 |
| Sum | 39786809 |
| Variance | 1564900000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.3% | |
| 2242 | 3 | 0.1% | |
| 1339 | 3 | 0.1% | |
| 605 | 3 | 0.1% | |
| 1123 | 3 | 0.1% | |
| 484 | 2 | 0.1% | |
| 1535 | 2 | 0.1% | |
| 4096 | 2 | 0.1% | |
| 24995 | 2 | 0.1% | |
| 2 | 2 | 0.1% | |
| Other values (1890) | 1971 | 96.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.3% | |
| 2 | 2 | 0.1% | |
| 3 | 2 | 0.1% | |
| 4 | 1 | 0.0% | |
| 5 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 306942 | 1 | 0.0% | |
| 320408 | 1 | 0.0% | |
| 324293 | 1 | 0.0% | |
| 375059 | 1 | 0.0% | |
| 421818 | 1 | 0.0% |
Chg_Regular_Highways
Numeric
| Distinct count | 1654 |
|---|---|
| Unique (%) | 81.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6038 |
|---|---|
| Minimum | 0 |
| Maximum | 155512 |
| Zeros (%) | 9.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 584.25 |
| Median | 1991 |
| Q3 | 6786 |
| 95-th percentile | 27783 |
| Maximum | 155512 |
| Range | 155512 |
| Interquartile range | 6201.8 |
Descriptive statistics
| Standard deviation | 10798 |
|---|---|
| Coef of variation | 1.7883 |
| Kurtosis | 41.716 |
| Mean | 6038 |
| MAD | 6442.3 |
| Skewness | 4.8605 |
| Sum | 12317458 |
| Variance | 116600000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 183 | 9.0% | |
| 9 | 8 | 0.4% | |
| 2 | 4 | 0.2% | |
| 5 | 4 | 0.2% | |
| 7 | 4 | 0.2% | |
| 450 | 3 | 0.1% | |
| 306 | 3 | 0.1% | |
| 93 | 3 | 0.1% | |
| 101 | 3 | 0.1% | |
| 1168 | 3 | 0.1% | |
| Other values (1644) | 1822 | 89.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 183 | 9.0% | |
| 1 | 1 | 0.0% | |
| 2 | 4 | 0.2% | |
| 3 | 2 | 0.1% | |
| 4 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 76189 | 1 | 0.0% | |
| 90026 | 1 | 0.0% | |
| 113429 | 1 | 0.0% | |
| 142334 | 1 | 0.0% | |
| 155512 | 1 | 0.0% |
Chg_Sewerage
Numeric
| Distinct count | 321 |
|---|---|
| Unique (%) | 15.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5698.5 |
|---|---|
| Minimum | 0 |
| Maximum | 453071 |
| Zeros (%) | 82.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6537.8 |
| Maximum | 453071 |
| Range | 453071 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 35840 |
|---|---|
| Coef of variation | 6.2893 |
| Kurtosis | 84.617 |
| Mean | 5698.5 |
| MAD | 10577 |
| Skewness | 8.6982 |
| Sum | 11624898 |
| Variance | 1284500000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1683 | 82.5% | |
| 1 | 6 | 0.3% | |
| 127 | 4 | 0.2% | |
| 4 | 4 | 0.2% | |
| 9 | 4 | 0.2% | |
| 5 | 3 | 0.1% | |
| 8 | 3 | 0.1% | |
| 10 | 3 | 0.1% | |
| 58 | 2 | 0.1% | |
| 748 | 2 | 0.1% | |
| Other values (311) | 326 | 16.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1683 | 82.5% | |
| 1 | 6 | 0.3% | |
| 2 | 2 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4 | 4 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 410552 | 1 | 0.0% | |
| 418181 | 1 | 0.0% | |
| 431768 | 1 | 0.0% | |
| 446987 | 1 | 0.0% | |
| 453071 | 1 | 0.0% |
Chg_Solid_Waste_Mgmt
Numeric
| Distinct count | 683 |
|---|---|
| Unique (%) | 33.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5272.1 |
|---|---|
| Minimum | 0 |
| Maximum | 180514 |
| Zeros (%) | 63.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1180 |
| 95-th percentile | 29113 |
| Maximum | 180514 |
| Range | 180514 |
| Interquartile range | 1180 |
Descriptive statistics
| Standard deviation | 19446 |
|---|---|
| Coef of variation | 3.6885 |
| Kurtosis | 40.044 |
| Mean | 5272.1 |
| MAD | 8268.6 |
| Skewness | 5.9318 |
| Sum | 10754985 |
| Variance | 378140000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1298 | 63.6% | |
| 1 | 8 | 0.4% | |
| 4 | 6 | 0.3% | |
| 5 | 6 | 0.3% | |
| 2 | 5 | 0.2% | |
| 512 | 3 | 0.1% | |
| 3 | 3 | 0.1% | |
| 6 | 3 | 0.1% | |
| 75 | 3 | 0.1% | |
| 198 | 3 | 0.1% | |
| Other values (673) | 702 | 34.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1298 | 63.6% | |
| 1 | 8 | 0.4% | |
| 2 | 5 | 0.2% | |
| 3 | 3 | 0.1% | |
| 4 | 6 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 171703 | 1 | 0.0% | |
| 171848 | 1 | 0.0% | |
| 175490 | 1 | 0.0% | |
| 180093 | 1 | 0.0% | |
| 180514 | 1 | 0.0% |
Chg_Toll_Highways
Highly correlated
This variable is highly correlated with Chg_Highways and should be ignored for analysis
| Correlation | 0.99869 |
|---|
Chg_Total_Education
Highly correlated
This variable is highly correlated with Total_General_Charges and should be ignored for analysis
| Correlation | 0.9535 |
|---|
Chg_Total_Elem_Education
Numeric
| Distinct count | 162 |
|---|---|
| Unique (%) | 7.9% |
| Missing (%) | 2.0% |
| Missing (n) | 41 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 664.77 |
|---|---|
| Minimum | 0 |
| Maximum | 35966 |
| Zeros (%) | 89.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2040 |
| Maximum | 35966 |
| Range | 35966 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3673.1 |
|---|---|
| Coef of variation | 5.5254 |
| Kurtosis | 53.466 |
| Mean | 664.77 |
| MAD | 1233.4 |
| Skewness | 7.1004 |
| Sum | 1328900 |
| Variance | 13492000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1827 | 89.6% | |
| 16.0 | 3 | 0.1% | |
| 1561.0 | 3 | 0.1% | |
| 89.0 | 2 | 0.1% | |
| 2101.0 | 2 | 0.1% | |
| 161.0 | 2 | 0.1% | |
| 2040.0 | 2 | 0.1% | |
| 4176.0 | 2 | 0.1% | |
| 83.0 | 2 | 0.1% | |
| 49.0 | 2 | 0.1% | |
| Other values (151) | 152 | 7.5% | |
| (Missing) | 41 | 2.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1827 | 89.6% | |
| 3.0 | 1 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 7.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34027.0 | 1 | 0.0% | |
| 34358.0 | 1 | 0.0% | |
| 34672.0 | 1 | 0.0% | |
| 35751.0 | 1 | 0.0% | |
| 35966.0 | 1 | 0.0% |
Chg_Total_High_Ed
Highly correlated
This variable is highly correlated with Chg_Total_Education and should be ignored for analysis
| Correlation | 0.99955 |
|---|
Chg_Total_Nat_Res
Numeric
| Distinct count | 1956 |
|---|---|
| Unique (%) | 95.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 32733 |
|---|---|
| Minimum | 0 |
| Maximum | 1301975 |
| Zeros (%) | 1.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 882.8 |
| Q1 | 4964.8 |
| Median | 12036 |
| Q3 | 25018 |
| 95-th percentile | 76557 |
| Maximum | 1301975 |
| Range | 1301975 |
| Interquartile range | 20053 |
Descriptive statistics
| Standard deviation | 105490 |
|---|---|
| Coef of variation | 3.2226 |
| Kurtosis | 77.162 |
| Mean | 32733 |
| MAD | 35665 |
| Skewness | 8.306 |
| Sum | 66775615 |
| Variance | 11127000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 39 | 1.9% | |
| 12118 | 3 | 0.1% | |
| 1691 | 2 | 0.1% | |
| 11708 | 2 | 0.1% | |
| 24645 | 2 | 0.1% | |
| 1465 | 2 | 0.1% | |
| 19650 | 2 | 0.1% | |
| 11657 | 2 | 0.1% | |
| 1133 | 2 | 0.1% | |
| 3612 | 2 | 0.1% | |
| Other values (1946) | 1982 | 97.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 39 | 1.9% | |
| 71 | 1 | 0.0% | |
| 196 | 1 | 0.0% | |
| 208 | 1 | 0.0% | |
| 220 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1094781 | 1 | 0.0% | |
| 1108279 | 1 | 0.0% | |
| 1215809 | 1 | 0.0% | |
| 1297670 | 1 | 0.0% | |
| 1301975 | 1 | 0.0% |
Chg_Water_Transport
Numeric
| Distinct count | 661 |
|---|---|
| Unique (%) | 32.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13412 |
|---|---|
| Minimum | 0 |
| Maximum | 440842 |
| Zeros (%) | 66.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2746.2 |
| 95-th percentile | 73902 |
| Maximum | 440842 |
| Range | 440842 |
| Interquartile range | 2746.2 |
Descriptive statistics
| Standard deviation | 39243 |
|---|---|
| Coef of variation | 2.926 |
| Kurtosis | 36.852 |
| Mean | 13412 |
| MAD | 20748 |
| Skewness | 5.2841 |
| Sum | 27359958 |
| Variance | 1540000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1353 | 66.3% | |
| 72 | 3 | 0.1% | |
| 16760 | 3 | 0.1% | |
| 9 | 3 | 0.1% | |
| 1 | 3 | 0.1% | |
| 250 | 2 | 0.1% | |
| 23973 | 2 | 0.1% | |
| 88 | 2 | 0.1% | |
| 98 | 2 | 0.1% | |
| 68 | 2 | 0.1% | |
| Other values (651) | 665 | 32.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1353 | 66.3% | |
| 1 | 3 | 0.1% | |
| 2 | 1 | 0.0% | |
| 4 | 1 | 0.0% | |
| 5 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 346263 | 1 | 0.0% | |
| 356493 | 1 | 0.0% | |
| 383714 | 1 | 0.0% | |
| 439088 | 1 | 0.0% | |
| 440842 | 1 | 0.0% |
Corp_Net_Income_Tax
Highly correlated
This variable is highly correlated with Total_Income_Taxes and should be ignored for analysis
| Correlation | 0.9232 |
|---|
Corporation_License
Numeric
| Distinct count | 1915 |
|---|---|
| Unique (%) | 93.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 103350 |
|---|---|
| Minimum | 0 |
| Maximum | 4824007 |
| Zeros (%) | 3.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 467.95 |
| Q1 | 3457.8 |
| Median | 13119 |
| Q3 | 65067 |
| 95-th percentile | 494200 |
| Maximum | 4824007 |
| Range | 4824007 |
| Interquartile range | 61609 |
Descriptive statistics
| Standard deviation | 332610 |
|---|---|
| Coef of variation | 3.2184 |
| Kurtosis | 88.699 |
| Mean | 103350 |
| MAD | 137390 |
| Skewness | 8.2379 |
| Sum | 210826239 |
| Variance | 110630000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 61 | 3.0% | |
| 2278 | 3 | 0.1% | |
| 4000 | 3 | 0.1% | |
| 3987 | 3 | 0.1% | |
| 27828 | 3 | 0.1% | |
| 6385 | 3 | 0.1% | |
| 11343 | 2 | 0.1% | |
| 783 | 2 | 0.1% | |
| 2367 | 2 | 0.1% | |
| 3255 | 2 | 0.1% | |
| Other values (1905) | 1956 | 95.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 61 | 3.0% | |
| 108 | 1 | 0.0% | |
| 144 | 1 | 0.0% | |
| 163 | 1 | 0.0% | |
| 184 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3961502 | 1 | 0.0% | |
| 4274325 | 1 | 0.0% | |
| 4474458 | 1 | 0.0% | |
| 4543589 | 1 | 0.0% | |
| 4824007 | 1 | 0.0% |
Correct_Cap_Outlay
Numeric
| Distinct count | 1968 |
|---|---|
| Unique (%) | 96.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 32758 |
|---|---|
| Minimum | 0 |
| Maximum | 1009416 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 684.8 |
| Q1 | 3070.8 |
| Median | 10716 |
| Q3 | 32331 |
| 95-th percentile | 129870 |
| Maximum | 1009416 |
| Range | 1009416 |
| Interquartile range | 29260 |
Descriptive statistics
| Standard deviation | 69379 |
|---|---|
| Coef of variation | 2.118 |
| Kurtosis | 55.039 |
| Mean | 32758 |
| MAD | 35507 |
| Skewness | 6.1179 |
| Sum | 66825408 |
| Variance | 4813400000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.2% | |
| 9787 | 3 | 0.1% | |
| 2170 | 3 | 0.1% | |
| 1075 | 2 | 0.1% | |
| 1883 | 2 | 0.1% | |
| 25756 | 2 | 0.1% | |
| 1174 | 2 | 0.1% | |
| 3217 | 2 | 0.1% | |
| 1139 | 2 | 0.1% | |
| 1160 | 2 | 0.1% | |
| Other values (1958) | 2016 | 98.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.2% | |
| 2 | 1 | 0.0% | |
| 22 | 1 | 0.0% | |
| 66 | 1 | 0.0% | |
| 101 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 608063 | 1 | 0.0% | |
| 728437 | 1 | 0.0% | |
| 786694 | 1 | 0.0% | |
| 887437 | 1 | 0.0% | |
| 1009416 | 1 | 0.0% |
Correct_Construct
Highly correlated
This variable is highly correlated with Correct_Cap_Outlay and should be ignored for analysis
| Correlation | 0.97994 |
|---|
Correct_Current_Exp
Highly correlated
This variable is highly correlated with Correct_Direct_Exp and should be ignored for analysis
| Correlation | 0.99824 |
|---|
Correct_Direct_Exp
Highly correlated
This variable is highly correlated with Correct_Total_Exp and should be ignored for analysis
| Correlation | 0.99826 |
|---|
Correct_IG_Loc_Govts
Numeric
| Distinct count | 1388 |
|---|---|
| Unique (%) | 68.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 32657 |
|---|---|
| Minimum | 0 |
| Maximum | 541587 |
| Zeros (%) | 29.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2705.5 |
| Q3 | 36061 |
| 95-th percentile | 169060 |
| Maximum | 541587 |
| Range | 541587 |
| Interquartile range | 36061 |
Descriptive statistics
| Standard deviation | 64112 |
|---|---|
| Coef of variation | 1.9632 |
| Kurtosis | 13.258 |
| Mean | 32657 |
| MAD | 41521 |
| Skewness | 3.1809 |
| Sum | 66620822 |
| Variance | 4110300000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 594 | 29.1% | |
| 1 | 6 | 0.3% | |
| 399 | 5 | 0.2% | |
| 5 | 4 | 0.2% | |
| 2 | 4 | 0.2% | |
| 3 | 4 | 0.2% | |
| 50 | 3 | 0.1% | |
| 3397 | 3 | 0.1% | |
| 165 | 2 | 0.1% | |
| 450 | 2 | 0.1% | |
| Other values (1378) | 1413 | 69.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 594 | 29.1% | |
| 1 | 6 | 0.3% | |
| 2 | 4 | 0.2% | |
| 3 | 4 | 0.2% | |
| 4 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 487275 | 1 | 0.0% | |
| 496318 | 1 | 0.0% | |
| 521143 | 1 | 0.0% | |
| 527224 | 1 | 0.0% | |
| 541587 | 1 | 0.0% |
Correct_IG_To_St
Highly correlated
This variable is highly correlated with IG_Exp_To_State_Govt and should be ignored for analysis
| Correlation | 1 |
|---|
Correct_Total_Exp
Highly correlated
This variable is highly correlated with General_Current_Oper and should be ignored for analysis
| Correlation | 0.95092 |
|---|
Death_and_Gift_Tax
Numeric
| Distinct count | 1870 |
|---|---|
| Unique (%) | 91.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 87310 |
|---|---|
| Minimum | 0 |
| Maximum | 1364261 |
| Zeros (%) | 6.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6276 |
| Median | 28757 |
| Q3 | 84158 |
| 95-th percentile | 409260 |
| Maximum | 1364261 |
| Range | 1364261 |
| Interquartile range | 77882 |
Descriptive statistics
| Standard deviation | 167770 |
|---|---|
| Coef of variation | 1.9215 |
| Kurtosis | 15.038 |
| Mean | 87310 |
| MAD | 96222 |
| Skewness | 3.6412 |
| Sum | 178112319 |
| Variance | 28146000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 126 | 6.2% | |
| 1 | 5 | 0.2% | |
| 3 | 5 | 0.2% | |
| 4 | 4 | 0.2% | |
| 8 | 3 | 0.1% | |
| 28 | 3 | 0.1% | |
| 40 | 3 | 0.1% | |
| 290 | 2 | 0.1% | |
| 200 | 2 | 0.1% | |
| 50 | 2 | 0.1% | |
| Other values (1860) | 1885 | 92.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 126 | 6.2% | |
| 1 | 5 | 0.2% | |
| 2 | 1 | 0.0% | |
| 3 | 5 | 0.2% | |
| 4 | 4 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1108529 | 1 | 0.0% | |
| 1165247 | 1 | 0.0% | |
| 1219248 | 1 | 0.0% | |
| 1238320 | 1 | 0.0% | |
| 1364261 | 1 | 0.0% |
Direct_Expenditure
Highly correlated
This variable is highly correlated with Total_IG_Expenditure and should be ignored for analysis
| Correlation | 0.9368 |
|---|
Direct_General_Expend
Highly correlated
This variable is highly correlated with General_Expenditure and should be ignored for analysis
| Correlation | 0.9576 |
|---|
Docum_and_Stock_Tr_Tax
Numeric
| Distinct count | 1278 |
|---|---|
| Unique (%) | 62.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 81388 |
|---|---|
| Minimum | 0 |
| Maximum | 4996694 |
| Zeros (%) | 36.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 5209.5 |
| Q3 | 45892 |
| 95-th percentile | 376780 |
| Maximum | 4996694 |
| Range | 4996694 |
| Interquartile range | 45892 |
Descriptive statistics
| Standard deviation | 276040 |
|---|---|
| Coef of variation | 3.3917 |
| Kurtosis | 110.29 |
| Mean | 81388 |
| MAD | 114440 |
| Skewness | 8.9076 |
| Sum | 166032375 |
| Variance | 76199000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 748 | 36.7% | |
| 142 | 2 | 0.1% | |
| 3469 | 2 | 0.1% | |
| 2608 | 2 | 0.1% | |
| 1862 | 2 | 0.1% | |
| 190 | 2 | 0.1% | |
| 193 | 2 | 0.1% | |
| 3255 | 2 | 0.1% | |
| 2994 | 2 | 0.1% | |
| 5441 | 2 | 0.1% | |
| Other values (1268) | 1274 | 62.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 748 | 36.7% | |
| 1 | 1 | 0.0% | |
| 2 | 1 | 0.0% | |
| 12 | 1 | 0.0% | |
| 37 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2662080 | 1 | 0.0% | |
| 3196454 | 1 | 0.0% | |
| 3755306 | 1 | 0.0% | |
| 4075258 | 1 | 0.0% | |
| 4996694 | 1 | 0.0% |
Educ_NEC_Assistance
Numeric
| Distinct count | 1494 |
|---|---|
| Unique (%) | 73.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 106510 |
|---|---|
| Minimum | 0 |
| Maximum | 2665885 |
| Zeros (%) | 26.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 26897 |
| Q3 | 106140 |
| 95-th percentile | 515010 |
| Maximum | 2665885 |
| Range | 2665885 |
| Interquartile range | 106140 |
Descriptive statistics
| Standard deviation | 217770 |
|---|---|
| Coef of variation | 2.0446 |
| Kurtosis | 30.066 |
| Mean | 106510 |
| MAD | 126230 |
| Skewness | 4.5022 |
| Sum | 217286793 |
| Variance | 47425000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 541 | 26.5% | |
| 10059 | 2 | 0.1% | |
| 32389 | 2 | 0.1% | |
| 14015 | 2 | 0.1% | |
| 8902 | 2 | 0.1% | |
| 12342 | 2 | 0.1% | |
| 8523 | 2 | 0.1% | |
| 13038 | 1 | 0.0% | |
| 342765 | 1 | 0.0% | |
| 25242 | 1 | 0.0% | |
| Other values (1484) | 1484 | 72.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 541 | 26.5% | |
| 832 | 1 | 0.0% | |
| 866 | 1 | 0.0% | |
| 1588 | 1 | 0.0% | |
| 1635 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1790304 | 1 | 0.0% | |
| 1842062 | 1 | 0.0% | |
| 2128418 | 1 | 0.0% | |
| 2437528 | 1 | 0.0% | |
| 2665885 | 1 | 0.0% |
Educ_NEC_Cap_Outlay
Numeric
| Distinct count | 1787 |
|---|---|
| Unique (%) | 87.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10960 |
|---|---|
| Minimum | 0 |
| Maximum | 1048036 |
| Zeros (%) | 2.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 1039.2 |
| Median | 3261.5 |
| Q3 | 9144.8 |
| 95-th percentile | 41233 |
| Maximum | 1048036 |
| Range | 1048036 |
| Interquartile range | 8105.5 |
Descriptive statistics
| Standard deviation | 37287 |
|---|---|
| Coef of variation | 3.4021 |
| Kurtosis | 481.87 |
| Mean | 10960 |
| MAD | 12516 |
| Skewness | 18.901 |
| Sum | 22358586 |
| Variance | 1390300000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.3% | |
| 91 | 4 | 0.2% | |
| 1198 | 3 | 0.1% | |
| 151 | 3 | 0.1% | |
| 217 | 3 | 0.1% | |
| 442 | 3 | 0.1% | |
| 341 | 3 | 0.1% | |
| 243 | 3 | 0.1% | |
| 146 | 3 | 0.1% | |
| 1301 | 3 | 0.1% | |
| Other values (1777) | 1965 | 96.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.3% | |
| 3 | 1 | 0.0% | |
| 5 | 1 | 0.0% | |
| 11 | 1 | 0.0% | |
| 14 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 175832 | 1 | 0.0% | |
| 179675 | 1 | 0.0% | |
| 217261 | 1 | 0.0% | |
| 937684 | 1 | 0.0% | |
| 1048036 | 1 | 0.0% |
Educ_NEC_Construction
Highly correlated
This variable is highly correlated with Educ_NEC_Cap_Outlay and should be ignored for analysis
| Correlation | 0.99101 |
|---|
Educ_NEC_Current_Exp
Highly correlated
This variable is highly correlated with Educ_NEC_Direct_Expend and should be ignored for analysis
| Correlation | 0.99578 |
|---|
Educ_NEC_Direct_Expend
Numeric
| Distinct count | 1995 |
|---|---|
| Unique (%) | 97.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 312960 |
|---|---|
| Minimum | 0 |
| Maximum | 3914306 |
| Zeros (%) | 2.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17314 |
| Q1 | 77051 |
| Median | 175700 |
| Q3 | 378760 |
| 95-th percentile | 1076000 |
| Maximum | 3914306 |
| Range | 3914306 |
| Interquartile range | 301710 |
Descriptive statistics
| Standard deviation | 399900 |
|---|---|
| Coef of variation | 1.2778 |
| Kurtosis | 16.015 |
| Mean | 312960 |
| MAD | 259820 |
| Skewness | 3.2751 |
| Sum | 638445719 |
| Variance | 159920000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 40 | 2.0% | |
| 37748 | 2 | 0.1% | |
| 59783 | 2 | 0.1% | |
| 137858 | 2 | 0.1% | |
| 214047 | 2 | 0.1% | |
| 229456 | 2 | 0.1% | |
| 37264 | 2 | 0.1% | |
| 504447 | 1 | 0.0% | |
| 48458 | 1 | 0.0% | |
| 77107 | 1 | 0.0% | |
| Other values (1985) | 1985 | 97.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 40 | 2.0% | |
| 8610 | 1 | 0.0% | |
| 8877 | 1 | 0.0% | |
| 9613 | 1 | 0.0% | |
| 9676 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3196750 | 1 | 0.0% | |
| 3248375 | 1 | 0.0% | |
| 3393103 | 1 | 0.0% | |
| 3599702 | 1 | 0.0% | |
| 3914306 | 1 | 0.0% |
Educ_NEC_IG_Local_Govts
Numeric
| Distinct count | 959 |
|---|---|
| Unique (%) | 47.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 139740 |
|---|---|
| Minimum | 0 |
| Maximum | 9148805 |
| Zeros (%) | 49.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 9947.5 |
| 95-th percentile | 805240 |
| Maximum | 9148805 |
| Range | 9148805 |
| Interquartile range | 9947.5 |
Descriptive statistics
| Standard deviation | 537080 |
|---|---|
| Coef of variation | 3.8435 |
| Kurtosis | 96.449 |
| Mean | 139740 |
| MAD | 229580 |
| Skewness | 8.1611 |
| Sum | 285067270 |
| Variance | 288450000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1010 | 49.5% | |
| 2 | 12 | 0.6% | |
| 1 | 5 | 0.2% | |
| 38 | 4 | 0.2% | |
| 238 | 3 | 0.1% | |
| 3 | 3 | 0.1% | |
| 4 | 3 | 0.1% | |
| 5 | 3 | 0.1% | |
| 26 | 3 | 0.1% | |
| 31 | 3 | 0.1% | |
| Other values (949) | 991 | 48.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1010 | 49.5% | |
| 1 | 5 | 0.2% | |
| 2 | 12 | 0.6% | |
| 3 | 3 | 0.1% | |
| 4 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4472568 | 1 | 0.0% | |
| 4843249 | 1 | 0.0% | |
| 7011121 | 1 | 0.0% | |
| 8548967 | 1 | 0.0% | |
| 9148805 | 1 | 0.0% |
Educ_NEC_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Educ_NEC_Total_Expend
Numeric
| Distinct count | 2001 |
|---|---|
| Unique (%) | 98.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 452700 |
|---|---|
| Minimum | 0 |
| Maximum | 9681380 |
| Zeros (%) | 2.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 22653 |
| Q1 | 97209 |
| Median | 229880 |
| Q3 | 539710 |
| 95-th percentile | 1584700 |
| Maximum | 9681380 |
| Range | 9681380 |
| Interquartile range | 442500 |
Descriptive statistics
| Standard deviation | 678050 |
|---|---|
| Coef of variation | 1.4978 |
| Kurtosis | 43.333 |
| Mean | 452700 |
| MAD | 400090 |
| Skewness | 5.0323 |
| Sum | 923512989 |
| Variance | 459760000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 40 | 2.0% | |
| 64877 | 1 | 0.0% | |
| 302015 | 1 | 0.0% | |
| 355663 | 1 | 0.0% | |
| 712017 | 1 | 0.0% | |
| 144722 | 1 | 0.0% | |
| 300374 | 1 | 0.0% | |
| 308568 | 1 | 0.0% | |
| 572761 | 1 | 0.0% | |
| 654687 | 1 | 0.0% | |
| Other values (1991) | 1991 | 97.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 40 | 2.0% | |
| 8610 | 1 | 0.0% | |
| 8877 | 1 | 0.0% | |
| 9943 | 1 | 0.0% | |
| 10085 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5166492 | 1 | 0.0% | |
| 5935030 | 1 | 0.0% | |
| 7424726 | 1 | 0.0% | |
| 9015570 | 1 | 0.0% | |
| 9681380 | 1 | 0.0% |
Elec_Util_Cap_Outlay
Numeric
| Distinct count | 209 |
|---|---|
| Unique (%) | 10.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14113 |
|---|---|
| Minimum | 0 |
| Maximum | 1630352 |
| Zeros (%) | 89.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 46995 |
| Maximum | 1630352 |
| Range | 1630352 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 87682 |
|---|---|
| Coef of variation | 6.213 |
| Kurtosis | 121.39 |
| Mean | 14113 |
| MAD | 26264 |
| Skewness | 9.8442 |
| Sum | 28789676 |
| Variance | 7688100000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1815 | 89.0% | |
| 8 | 4 | 0.2% | |
| 1 | 4 | 0.2% | |
| 15 | 4 | 0.2% | |
| 68043 | 2 | 0.1% | |
| 24 | 2 | 0.1% | |
| 17 | 2 | 0.1% | |
| 10 | 2 | 0.1% | |
| 64 | 2 | 0.1% | |
| 2 | 2 | 0.1% | |
| Other values (199) | 201 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1815 | 89.0% | |
| 1 | 4 | 0.2% | |
| 2 | 2 | 0.1% | |
| 3 | 2 | 0.1% | |
| 4 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 875957 | 1 | 0.0% | |
| 926559 | 1 | 0.0% | |
| 960707 | 1 | 0.0% | |
| 1331956 | 1 | 0.0% | |
| 1630352 | 1 | 0.0% |
Elec_Util_Construct
Highly correlated
This variable is highly correlated with Elec_Util_Cap_Outlay and should be ignored for analysis
| Correlation | 0.97449 |
|---|
Elec_Util_Current_Exp
Highly correlated
This variable is highly correlated with Elec_Util_Total_Exp and should be ignored for analysis
| Correlation | 0.99221 |
|---|
Elec_Util_Inter_Exp
Highly correlated
This variable is highly correlated with Electric_Utility_Rev and should be ignored for analysis
| Correlation | 0.92459 |
|---|
Elec_Util_Total_Exp
Highly correlated
This variable is highly correlated with Total_Util_Current_Exp and should be ignored for analysis
| Correlation | 0.91155 |
|---|
Electric_Utility_Rev
Highly correlated
This variable is highly correlated with Total_Utility_Revenue and should be ignored for analysis
| Correlation | 0.98546 |
|---|
Elem_Educ_Cap_Outlay
Numeric
| Distinct count | 491 |
|---|---|
| Unique (%) | 24.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13181 |
|---|---|
| Minimum | 0 |
| Maximum | 1251348 |
| Zeros (%) | 73.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 7.25 |
| 95-th percentile | 76347 |
| Maximum | 1251348 |
| Range | 1251348 |
| Interquartile range | 7.25 |
Descriptive statistics
| Standard deviation | 61827 |
|---|---|
| Coef of variation | 4.6905 |
| Kurtosis | 173.93 |
| Mean | 13181 |
| MAD | 22428 |
| Skewness | 11.144 |
| Sum | 26889887 |
| Variance | 3822600000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1504 | 73.7% | |
| 2 | 8 | 0.4% | |
| 5 | 4 | 0.2% | |
| 7 | 4 | 0.2% | |
| 9 | 4 | 0.2% | |
| 1 | 4 | 0.2% | |
| 31 | 3 | 0.1% | |
| 401 | 2 | 0.1% | |
| 148 | 2 | 0.1% | |
| 171 | 2 | 0.1% | |
| Other values (481) | 503 | 24.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1504 | 73.7% | |
| 1 | 4 | 0.2% | |
| 2 | 8 | 0.4% | |
| 3 | 2 | 0.1% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 561267 | 1 | 0.0% | |
| 594977 | 1 | 0.0% | |
| 1051780 | 1 | 0.0% | |
| 1081168 | 1 | 0.0% | |
| 1251348 | 1 | 0.0% |
Elem_Educ_Construction
Highly correlated
This variable is highly correlated with Elem_Educ_Cap_Outlay and should be ignored for analysis
| Correlation | 0.98248 |
|---|
Elem_Educ_Current_Exp
Highly correlated
This variable is highly correlated with Elem_Educ_Direct_Exp and should be ignored for analysis
| Correlation | 0.99219 |
|---|
Elem_Educ_Direct_Exp
Numeric
| Distinct count | 741 |
|---|---|
| Unique (%) | 36.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 90474 |
|---|---|
| Minimum | 0 |
| Maximum | 3264836 |
| Zeros (%) | 62.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 13658 |
| 95-th percentile | 466170 |
| Maximum | 3264836 |
| Range | 3264836 |
| Interquartile range | 13658 |
Descriptive statistics
| Standard deviation | 340260 |
|---|---|
| Coef of variation | 3.7608 |
| Kurtosis | 36.123 |
| Mean | 90474 |
| MAD | 146410 |
| Skewness | 5.7195 |
| Sum | 184566460 |
| Variance | 115770000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1273 | 62.4% | |
| 9 | 4 | 0.2% | |
| 31 | 3 | 0.1% | |
| 2 | 3 | 0.1% | |
| 23036 | 3 | 0.1% | |
| 6 | 3 | 0.1% | |
| 18 | 3 | 0.1% | |
| 11799 | 2 | 0.1% | |
| 356 | 2 | 0.1% | |
| 21046 | 2 | 0.1% | |
| Other values (731) | 742 | 36.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1273 | 62.4% | |
| 1 | 2 | 0.1% | |
| 2 | 3 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2764993 | 1 | 0.0% | |
| 2907410 | 1 | 0.0% | |
| 3109703 | 1 | 0.0% | |
| 3184501 | 1 | 0.0% | |
| 3264836 | 1 | 0.0% |
Elem_Educ_IG_Local_Govts
Numeric
| Distinct count | 1373 |
|---|---|
| Unique (%) | 67.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2048200 |
|---|---|
| Minimum | 0 |
| Maximum | 44421166 |
| Zeros (%) | 32.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 813310 |
| Q3 | 2555200 |
| 95-th percentile | 8264100 |
| Maximum | 44421166 |
| Range | 44421166 |
| Interquartile range | 2555200 |
Descriptive statistics
| Standard deviation | 3706100 |
|---|---|
| Coef of variation | 1.8094 |
| Kurtosis | 35.834 |
| Mean | 2048200 |
| MAD | 2183300 |
| Skewness | 4.8023 |
| Sum | 4178355325 |
| Variance | 13735000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 666 | 32.6% | |
| 437474 | 3 | 0.1% | |
| 7144102 | 1 | 0.0% | |
| 1051021 | 1 | 0.0% | |
| 1819290 | 1 | 0.0% | |
| 180760 | 1 | 0.0% | |
| 1895069 | 1 | 0.0% | |
| 1165983 | 1 | 0.0% | |
| 9024470 | 1 | 0.0% | |
| 805539 | 1 | 0.0% | |
| Other values (1363) | 1363 | 66.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 666 | 32.6% | |
| 8 | 1 | 0.0% | |
| 48 | 1 | 0.0% | |
| 50 | 1 | 0.0% | |
| 66 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34511881 | 1 | 0.0% | |
| 38223187 | 1 | 0.0% | |
| 39865842 | 1 | 0.0% | |
| 41480664 | 1 | 0.0% | |
| 44421166 | 1 | 0.0% |
Elem_Educ_IG_Sch_to_Sch
Numeric
| Distinct count | 440 |
|---|---|
| Unique (%) | 21.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1248000 |
|---|---|
| Minimum | 0 |
| Maximum | 49797607 |
| Zeros (%) | 78.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 7737600 |
| Maximum | 49797607 |
| Range | 49797607 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4134400 |
|---|---|
| Coef of variation | 3.3127 |
| Kurtosis | 50.808 |
| Mean | 1248000 |
| MAD | 2022000 |
| Skewness | 6.2037 |
| Sum | 2546017182 |
| Variance | 17094000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1599 | 78.4% | |
| 406 | 3 | 0.1% | |
| 8956482 | 1 | 0.0% | |
| 8571461 | 1 | 0.0% | |
| 2007711 | 1 | 0.0% | |
| 576083 | 1 | 0.0% | |
| 797270 | 1 | 0.0% | |
| 1897052 | 1 | 0.0% | |
| 7125612 | 1 | 0.0% | |
| 1063533 | 1 | 0.0% | |
| Other values (430) | 430 | 21.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1599 | 78.4% | |
| 406 | 3 | 0.1% | |
| 24841 | 1 | 0.0% | |
| 27480 | 1 | 0.0% | |
| 28288 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 41480901 | 1 | 0.0% | |
| 41750502 | 1 | 0.0% | |
| 42800869 | 1 | 0.0% | |
| 48114198 | 1 | 0.0% | |
| 49797607 | 1 | 0.0% |
Elem_Educ_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Elem_Educ_Total_Exp
Highly correlated
This variable is highly correlated with Total_Educ_Current_Exp and should be ignored for analysis
| Correlation | 0.93853 |
|---|
Emp_Ret_Benefit_Paymts
Highly correlated
This variable is highly correlated with Emp_Ret_Total_Expend and should be ignored for analysis
| Correlation | 0.99973 |
|---|
Emp_Ret_From_Other_Gov
Highly correlated
This variable is highly correlated with Emp_Ret_Total_Ctrib and should be ignored for analysis
| Correlation | 0.93772 |
|---|
Emp_Ret_Int_Rev
Highly correlated
This variable is highly correlated with Total_Emp_Ret_Rev and should be ignored for analysis
| Correlation | 0.98623 |
|---|
Emp_Ret_Loc_Emp_Ctrib
Highly correlated
This variable is highly correlated with Emp_Ret_Total_Ctrib and should be ignored for analysis
| Correlation | 0.91503 |
|---|
Emp_Ret_Loc_To_Loc_Sys
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2165.5 |
|---|---|
| Minimum | 0 |
| Maximum | 305000 |
| Zeros (%) | 98.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 305000 |
| Range | 305000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 20957 |
|---|---|
| Coef of variation | 9.6778 |
| Kurtosis | 129.91 |
| Mean | 2165.5 |
| MAD | 4267.3 |
| Skewness | 11.051 |
| Sum | 4417590 |
| Variance | 439200000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2010 | 98.5% | |
| 24327 | 3 | 0.1% | |
| 224715 | 2 | 0.1% | |
| 193300 | 2 | 0.1% | |
| 173465 | 2 | 0.1% | |
| 305000 | 2 | 0.1% | |
| 62400 | 2 | 0.1% | |
| 69112 | 1 | 0.0% | |
| 49200 | 1 | 0.0% | |
| 55600 | 1 | 0.0% | |
| Other values (14) | 14 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2010 | 98.5% | |
| 11790 | 1 | 0.0% | |
| 24327 | 3 | 0.1% | |
| 49200 | 1 | 0.0% | |
| 55600 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 254000 | 1 | 0.0% | |
| 256980 | 1 | 0.0% | |
| 291300 | 1 | 0.0% | |
| 291626 | 1 | 0.0% | |
| 305000 | 2 | 0.1% |
Emp_Ret_Other_Earnings
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Emp_Ret_Other_Paymts
Numeric
| Distinct count | 408 |
|---|---|
| Unique (%) | 20.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2161.6 |
|---|---|
| Minimum | 0 |
| Maximum | 626898 |
| Zeros (%) | 78.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6745.4 |
| Maximum | 626898 |
| Range | 626898 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 20688 |
|---|---|
| Coef of variation | 9.5708 |
| Kurtosis | 703.57 |
| Mean | 2161.6 |
| MAD | 3631.8 |
| Skewness | 24.928 |
| Sum | 4409692 |
| Variance | 428000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1603 | 78.6% | |
| 2156 | 2 | 0.1% | |
| 2048 | 2 | 0.1% | |
| 6435 | 2 | 0.1% | |
| 1603 | 2 | 0.1% | |
| 475 | 2 | 0.1% | |
| 508 | 2 | 0.1% | |
| 519 | 2 | 0.1% | |
| 541 | 2 | 0.1% | |
| 27200 | 2 | 0.1% | |
| Other values (398) | 419 | 20.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1603 | 78.6% | |
| 7 | 1 | 0.0% | |
| 11 | 2 | 0.1% | |
| 17 | 1 | 0.0% | |
| 18 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 89984 | 1 | 0.0% | |
| 99056 | 1 | 0.0% | |
| 228867 | 1 | 0.0% | |
| 575050 | 1 | 0.0% | |
| 626898 | 1 | 0.0% |
Emp_Ret_Sta_To_Sta_Ctr
Numeric
| Distinct count | 1429 |
|---|---|
| Unique (%) | 70.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 205920 |
|---|---|
| Minimum | 0 |
| Maximum | 9221186 |
| Zeros (%) | 29.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 68636 |
| Q3 | 256770 |
| 95-th percentile | 832230 |
| Maximum | 9221186 |
| Range | 9221186 |
| Interquartile range | 256770 |
Descriptive statistics
| Standard deviation | 391220 |
|---|---|
| Coef of variation | 1.8998 |
| Kurtosis | 147.72 |
| Mean | 205920 |
| MAD | 225650 |
| Skewness | 8.2103 |
| Sum | 420079781 |
| Variance | 153050000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 594 | 29.1% | |
| 77431 | 3 | 0.1% | |
| 865772 | 2 | 0.1% | |
| 55641 | 2 | 0.1% | |
| 84399 | 2 | 0.1% | |
| 57500 | 2 | 0.1% | |
| 145986 | 2 | 0.1% | |
| 5718 | 2 | 0.1% | |
| 163253 | 2 | 0.1% | |
| 6383 | 2 | 0.1% | |
| Other values (1419) | 1427 | 70.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 594 | 29.1% | |
| 8 | 1 | 0.0% | |
| 1851 | 1 | 0.0% | |
| 1892 | 1 | 0.0% | |
| 2658 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2695777 | 1 | 0.0% | |
| 3055466 | 1 | 0.0% | |
| 3378546 | 1 | 0.0% | |
| 3696855 | 1 | 0.0% | |
| 9221186 | 1 | 0.0% |
Emp_Ret_Total_Ctrib
Highly correlated
This variable is highly correlated with Total_Insur_Trust_Ctrb and should be ignored for analysis
| Correlation | 0.93951 |
|---|
Emp_Ret_Total_Expend
Highly correlated
This variable is highly correlated with Welf_Vend_Pmts_Medical and should be ignored for analysis
| Correlation | 0.93767 |
|---|
Emp_Ret_Withdrawals
Numeric
| Distinct count | 1944 |
|---|---|
| Unique (%) | 95.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 54984 |
|---|---|
| Minimum | 0 |
| Maximum | 1099147 |
| Zeros (%) | 2.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1749.5 |
| Q1 | 10973 |
| Median | 26056 |
| Q3 | 58552 |
| 95-th percentile | 204750 |
| Maximum | 1099147 |
| Range | 1099147 |
| Interquartile range | 47579 |
Descriptive statistics
| Standard deviation | 92779 |
|---|---|
| Coef of variation | 1.6874 |
| Kurtosis | 25.728 |
| Mean | 54984 |
| MAD | 51284 |
| Skewness | 4.4046 |
| Sum | 112166352 |
| Variance | 8608000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 49 | 2.4% | |
| 7574 | 3 | 0.1% | |
| 5949 | 3 | 0.1% | |
| 938 | 3 | 0.1% | |
| 12638 | 3 | 0.1% | |
| 13127 | 2 | 0.1% | |
| 18905 | 2 | 0.1% | |
| 12599 | 2 | 0.1% | |
| 3669 | 2 | 0.1% | |
| 22130 | 2 | 0.1% | |
| Other values (1934) | 1969 | 96.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 49 | 2.4% | |
| 1 | 1 | 0.0% | |
| 63 | 1 | 0.0% | |
| 98 | 1 | 0.0% | |
| 408 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 743915 | 1 | 0.0% | |
| 749965 | 1 | 0.0% | |
| 757852 | 1 | 0.0% | |
| 789593 | 1 | 0.0% | |
| 1099147 | 1 | 0.0% |
Emp_Retire_Cash___Dep
Numeric
| Distinct count | 1982 |
|---|---|
| Unique (%) | 97.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1060200 |
|---|---|
| Minimum | 0 |
| Maximum | 33513272 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 890.05 |
| Q1 | 54976 |
| Median | 332110 |
| Q3 | 1084800 |
| 95-th percentile | 4169800 |
| Maximum | 33513272 |
| Range | 33513272 |
| Interquartile range | 1029800 |
Descriptive statistics
| Standard deviation | 2407000 |
|---|---|
| Coef of variation | 2.2702 |
| Kurtosis | 72.664 |
| Mean | 1060200 |
| MAD | 1171900 |
| Skewness | 7.1683 |
| Sum | 2162860571 |
| Variance | 5793500000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 20 | 1.0% | |
| 3 | 5 | 0.2% | |
| 4 | 3 | 0.1% | |
| 68148 | 3 | 0.1% | |
| 444394 | 3 | 0.1% | |
| 121561 | 2 | 0.1% | |
| 400470 | 2 | 0.1% | |
| 442803 | 2 | 0.1% | |
| 11024 | 2 | 0.1% | |
| 18517 | 2 | 0.1% | |
| Other values (1972) | 1996 | 97.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 20 | 1.0% | |
| 2 | 1 | 0.0% | |
| 3 | 5 | 0.2% | |
| 4 | 3 | 0.1% | |
| 5 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 27172509 | 1 | 0.0% | |
| 30765663 | 1 | 0.0% | |
| 31478117 | 1 | 0.0% | |
| 31793094 | 1 | 0.0% | |
| 33513272 | 1 | 0.0% |
Emp_Retire_Cash___Sec
Highly correlated
This variable is highly correlated with Insur_Trust_Cash___Sec and should be ignored for analysis
| Correlation | 0.99901 |
|---|
Emp_Retire_Sec_Corp_Bds
Highly correlated
This variable is highly correlated with Emp_Retire_Sec_Tot_Nong and should be ignored for analysis
| Correlation | 0.91031 |
|---|
Emp_Retire_Sec_Corp_Stk
Highly correlated
This variable is highly correlated with Emp_Retire_Sec_Tot_Nong and should be ignored for analysis
| Correlation | 0.96055 |
|---|
Emp_Retire_Sec_Misc_Inv
Numeric
| Distinct count | 1180 |
|---|---|
| Unique (%) | 57.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1987000 |
|---|---|
| Minimum | 0 |
| Maximum | 55425212 |
| Zeros (%) | 41.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 95528 |
| Q3 | 1364900 |
| 95-th percentile | 10862000 |
| Maximum | 55425212 |
| Range | 55425212 |
| Interquartile range | 1364900 |
Descriptive statistics
| Standard deviation | 4908000 |
|---|---|
| Coef of variation | 2.47 |
| Kurtosis | 31.087 |
| Mean | 1987000 |
| MAD | 2713000 |
| Skewness | 4.7511 |
| Sum | 4053557739 |
| Variance | 24088000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 836 | 41.0% | |
| 40 | 4 | 0.2% | |
| 21704 | 4 | 0.2% | |
| 10365 | 3 | 0.1% | |
| 221308 | 3 | 0.1% | |
| 2443672 | 2 | 0.1% | |
| 8 | 2 | 0.1% | |
| 27535 | 2 | 0.1% | |
| 93704 | 2 | 0.1% | |
| 21702 | 2 | 0.1% | |
| Other values (1170) | 1180 | 57.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 836 | 41.0% | |
| 1 | 1 | 0.0% | |
| 8 | 2 | 0.1% | |
| 11 | 1 | 0.0% | |
| 12 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40270557 | 1 | 0.0% | |
| 48404149 | 1 | 0.0% | |
| 48867161 | 1 | 0.0% | |
| 50594093 | 1 | 0.0% | |
| 55425212 | 1 | 0.0% |
Emp_Retire_Sec_Mortgages
Numeric
| Distinct count | 939 |
|---|---|
| Unique (%) | 46.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 325190 |
|---|---|
| Minimum | 0 |
| Maximum | 14163826 |
| Zeros (%) | 51.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 79876 |
| 95-th percentile | 1489900 |
| Maximum | 14163826 |
| Range | 14163826 |
| Interquartile range | 79876 |
Descriptive statistics
| Standard deviation | 1188400 |
|---|---|
| Coef of variation | 3.6545 |
| Kurtosis | 49.646 |
| Mean | 325190 |
| MAD | 506020 |
| Skewness | 6.3428 |
| Sum | 663379363 |
| Variance | 1412300000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1059 | 51.9% | |
| 3337 | 3 | 0.1% | |
| 42434 | 3 | 0.1% | |
| 12070 | 3 | 0.1% | |
| 27286 | 3 | 0.1% | |
| 6845 | 3 | 0.1% | |
| 27824 | 3 | 0.1% | |
| 88994 | 3 | 0.1% | |
| 348 | 2 | 0.1% | |
| 37749 | 2 | 0.1% | |
| Other values (929) | 956 | 46.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1059 | 51.9% | |
| 1 | 1 | 0.0% | |
| 2 | 2 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11720383 | 1 | 0.0% | |
| 12133072 | 1 | 0.0% | |
| 12172819 | 1 | 0.0% | |
| 13452608 | 1 | 0.0% | |
| 14163826 | 1 | 0.0% |
Emp_Retire_Sec_Oth_Nong
Highly correlated
This variable is highly correlated with Emp_Retire_Sec_Tot_Nong and should be ignored for analysis
| Correlation | 0.91023 |
|---|
Emp_Retire_Sec_S_L_Secur
Numeric
| Distinct count | 179 |
|---|---|
| Unique (%) | 8.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2681.7 |
|---|---|
| Minimum | 0 |
| Maximum | 776166 |
| Zeros (%) | 90.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1307.7 |
| Maximum | 776166 |
| Range | 776166 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 34083 |
|---|---|
| Coef of variation | 12.71 |
| Kurtosis | 308.2 |
| Mean | 2681.7 |
| MAD | 5078.6 |
| Skewness | 16.857 |
| Sum | 5470660 |
| Variance | 1161700000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1845 | 90.4% | |
| 15 | 4 | 0.2% | |
| 779 | 3 | 0.1% | |
| 425 | 3 | 0.1% | |
| 50 | 2 | 0.1% | |
| 984 | 2 | 0.1% | |
| 180 | 2 | 0.1% | |
| 371 | 2 | 0.1% | |
| 19847 | 2 | 0.1% | |
| 55 | 2 | 0.1% | |
| Other values (169) | 173 | 8.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1845 | 90.4% | |
| 8 | 1 | 0.0% | |
| 15 | 4 | 0.2% | |
| 28 | 1 | 0.0% | |
| 33 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 478293 | 1 | 0.0% | |
| 525368 | 1 | 0.0% | |
| 534107 | 1 | 0.0% | |
| 695546 | 1 | 0.0% | |
| 776166 | 1 | 0.0% |
Emp_Retire_Sec_Tot_Fed
Numeric
| Distinct count | 1818 |
|---|---|
| Unique (%) | 89.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3020100 |
|---|---|
| Minimum | 0 |
| Maximum | 37824194 |
| Zeros (%) | 9.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 171940 |
| Median | 947130 |
| Q3 | 2877200 |
| 95-th percentile | 15488000 |
| Maximum | 37824194 |
| Range | 37824194 |
| Interquartile range | 2705200 |
Descriptive statistics
| Standard deviation | 5670100 |
|---|---|
| Coef of variation | 1.8774 |
| Kurtosis | 11.328 |
| Mean | 3020100 |
| MAD | 3371500 |
| Skewness | 3.2568 |
| Sum | 6161025252 |
| Variance | 32150000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 193 | 9.5% | |
| 1146717 | 3 | 0.1% | |
| 156887 | 3 | 0.1% | |
| 232070 | 3 | 0.1% | |
| 312792 | 3 | 0.1% | |
| 9448 | 3 | 0.1% | |
| 2220723 | 2 | 0.1% | |
| 522876 | 2 | 0.1% | |
| 179821 | 2 | 0.1% | |
| 91504 | 2 | 0.1% | |
| Other values (1808) | 1824 | 89.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 193 | 9.5% | |
| 6 | 1 | 0.0% | |
| 322 | 1 | 0.0% | |
| 412 | 1 | 0.0% | |
| 510 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 33553402 | 1 | 0.0% | |
| 35228456 | 1 | 0.0% | |
| 36288679 | 1 | 0.0% | |
| 36921196 | 1 | 0.0% | |
| 37824194 | 1 | 0.0% |
Emp_Retire_Sec_Tot_Nong
Highly correlated
This variable is highly correlated with Emp_Retire_Total_Sec and should be ignored for analysis
| Correlation | 0.99616 |
|---|
Emp_Retire_Total_Sec
Highly correlated
This variable is highly correlated with Emp_Retire_Cash___Sec and should be ignored for analysis
| Correlation | 0.99921 |
|---|
Emp_Sec_Adm_Cap_Outlay
Numeric
| Distinct count | 1297 |
|---|---|
| Unique (%) | 63.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1640.7 |
|---|---|
| Minimum | 0 |
| Maximum | 61447 |
| Zeros (%) | 7.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 143 |
| Median | 540 |
| Q3 | 1554.5 |
| 95-th percentile | 6024.2 |
| Maximum | 61447 |
| Range | 61447 |
| Interquartile range | 1411.5 |
Descriptive statistics
| Standard deviation | 3967.5 |
|---|---|
| Coef of variation | 2.4182 |
| Kurtosis | 68.055 |
| Mean | 1640.7 |
| MAD | 1793 |
| Skewness | 7.1597 |
| Sum | 3347034 |
| Variance | 15741000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 158 | 7.7% | |
| 5 | 8 | 0.4% | |
| 6 | 6 | 0.3% | |
| 150 | 6 | 0.3% | |
| 193 | 6 | 0.3% | |
| 14 | 6 | 0.3% | |
| 264 | 6 | 0.3% | |
| 40 | 6 | 0.3% | |
| 240 | 6 | 0.3% | |
| 113 | 5 | 0.2% | |
| Other values (1287) | 1827 | 89.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 158 | 7.7% | |
| 1 | 4 | 0.2% | |
| 2 | 4 | 0.2% | |
| 3 | 5 | 0.2% | |
| 4 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 38461 | 1 | 0.0% | |
| 40461 | 1 | 0.0% | |
| 40954 | 1 | 0.0% | |
| 48280 | 1 | 0.0% | |
| 61447 | 1 | 0.0% |
Emp_Sec_Adm_Construct
Numeric
| Distinct count | 410 |
|---|---|
| Unique (%) | 20.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 395.23 |
|---|---|
| Minimum | 0 |
| Maximum | 29958 |
| Zeros (%) | 63.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 29 |
| 95-th percentile | 1147 |
| Maximum | 29958 |
| Range | 29958 |
| Interquartile range | 29 |
Descriptive statistics
| Standard deviation | 2281.1 |
|---|---|
| Coef of variation | 5.7716 |
| Kurtosis | 92.159 |
| Mean | 395.23 |
| MAD | 666.41 |
| Skewness | 9.1192 |
| Sum | 806271 |
| Variance | 5203400 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1297 | 63.6% | |
| 1 | 25 | 1.2% | |
| 3 | 20 | 1.0% | |
| 2 | 19 | 0.9% | |
| 6 | 13 | 0.6% | |
| 5 | 12 | 0.6% | |
| 8 | 11 | 0.5% | |
| 16 | 10 | 0.5% | |
| 9 | 9 | 0.4% | |
| 14 | 9 | 0.4% | |
| Other values (400) | 615 | 30.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1297 | 63.6% | |
| 1 | 25 | 1.2% | |
| 2 | 19 | 0.9% | |
| 3 | 20 | 1.0% | |
| 4 | 7 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 26124 | 1 | 0.0% | |
| 26594 | 1 | 0.0% | |
| 28180 | 1 | 0.0% | |
| 29668 | 1 | 0.0% | |
| 29958 | 1 | 0.0% |
Emp_Sec_Adm_Current_Exp
Highly correlated
This variable is highly correlated with Emp_Sec_Adm_Direct_Exp and should be ignored for analysis
| Correlation | 0.99906 |
|---|
Emp_Sec_Adm_Direct_Exp
Highly correlated
This variable is highly correlated with Fed_IGR_Emp_Sec_Adm and should be ignored for analysis
| Correlation | 0.90417 |
|---|
FIPS_Code_State
Highly correlated
This variable is highly correlated with State_Code and should be ignored for analysis
| Correlation | 0.99944 |
|---|
FYEndDate
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 645.73 |
|---|---|
| Minimum | 331 |
| Maximum | 930 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 331 |
|---|---|
| 5-th percentile | 630 |
| Q1 | 630 |
| Median | 630 |
| Q3 | 630 |
| 95-th percentile | 930 |
| Maximum | 930 |
| Range | 599 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 87.153 |
|---|---|
| Coef of variation | 0.13497 |
| Kurtosis | 7.4256 |
| Mean | 645.73 |
| MAD | 40.71 |
| Skewness | 1.303 |
| Sum | 1317280 |
| Variance | 7595.7 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 630 | 1840 | 90.2% | |
| 930 | 120 | 5.9% | |
| 831 | 40 | 2.0% | |
| 331 | 40 | 2.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 331 | 40 | 2.0% | |
| 630 | 1840 | 90.2% | |
| 831 | 40 | 2.0% | |
| 930 | 120 | 5.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 331 | 40 | 2.0% | |
| 630 | 1840 | 90.2% | |
| 831 | 40 | 2.0% | |
| 930 | 120 | 5.9% |
Fed_IGR_Air_Transport
Numeric
| Distinct count | 1181 |
|---|---|
| Unique (%) | 57.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9437.9 |
|---|---|
| Minimum | 0 |
| Maximum | 226729 |
| Zeros (%) | 33.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 312 |
| Q3 | 9108 |
| 95-th percentile | 50178 |
| Maximum | 226729 |
| Range | 226729 |
| Interquartile range | 9108 |
Descriptive statistics
| Standard deviation | 22538 |
|---|---|
| Coef of variation | 2.388 |
| Kurtosis | 27.238 |
| Mean | 9437.9 |
| MAD | 12611 |
| Skewness | 4.5512 |
| Sum | 19253228 |
| Variance | 507940000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 685 | 33.6% | |
| 10 | 6 | 0.3% | |
| 1 | 5 | 0.2% | |
| 92 | 5 | 0.2% | |
| 7 | 5 | 0.2% | |
| 13 | 4 | 0.2% | |
| 18 | 4 | 0.2% | |
| 181 | 4 | 0.2% | |
| 24 | 4 | 0.2% | |
| 164 | 4 | 0.2% | |
| Other values (1171) | 1314 | 64.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 685 | 33.6% | |
| 1 | 5 | 0.2% | |
| 2 | 1 | 0.0% | |
| 4 | 3 | 0.1% | |
| 5 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 202455 | 1 | 0.0% | |
| 202835 | 1 | 0.0% | |
| 205614 | 1 | 0.0% | |
| 217318 | 1 | 0.0% | |
| 226729 | 1 | 0.0% |
Fed_IGR_Education
Highly correlated
This variable is highly correlated with Total_Fed_IG_Revenue and should be ignored for analysis
| Correlation | 0.94845 |
|---|
Fed_IGR_Emp_Sec_Adm
Numeric
| Distinct count | 2008 |
|---|---|
| Unique (%) | 98.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 70308 |
|---|---|
| Minimum | 0 |
| Maximum | 699469 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7385.8 |
| Q1 | 21325 |
| Median | 42418 |
| Q3 | 89364 |
| 95-th percentile | 237740 |
| Maximum | 699469 |
| Range | 699469 |
| Interquartile range | 68040 |
Descriptive statistics
| Standard deviation | 78329 |
|---|---|
| Coef of variation | 1.1141 |
| Kurtosis | 8.3501 |
| Mean | 70308 |
| MAD | 54083 |
| Skewness | 2.5006 |
| Sum | 143428344 |
| Variance | 6135400000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.5% | |
| 88577 | 4 | 0.2% | |
| 19386 | 2 | 0.1% | |
| 6549 | 2 | 0.1% | |
| 33229 | 2 | 0.1% | |
| 18351 | 2 | 0.1% | |
| 14961 | 2 | 0.1% | |
| 27521 | 2 | 0.1% | |
| 28971 | 2 | 0.1% | |
| 16806 | 2 | 0.1% | |
| Other values (1998) | 2010 | 98.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.5% | |
| 911 | 1 | 0.0% | |
| 1040 | 1 | 0.0% | |
| 1890 | 2 | 0.1% | |
| 2625 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 508241 | 1 | 0.0% | |
| 520040 | 1 | 0.0% | |
| 549739 | 1 | 0.0% | |
| 566835 | 1 | 0.0% | |
| 699469 | 1 | 0.0% |
Fed_IGR_Gen_Rev_Shar
Numeric
| Distinct count | 272 |
|---|---|
| Unique (%) | 13.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5079 |
|---|---|
| Minimum | 0 |
| Maximum | 263036 |
| Zeros (%) | 86.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 31430 |
| Maximum | 263036 |
| Range | 263036 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 21668 |
|---|---|
| Coef of variation | 4.2661 |
| Kurtosis | 71.161 |
| Mean | 5079 |
| MAD | 8869.9 |
| Skewness | 7.5052 |
| Sum | 10361202 |
| Variance | 469480000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1767 | 86.6% | |
| 13985 | 2 | 0.1% | |
| 5341 | 2 | 0.1% | |
| 8874 | 1 | 0.0% | |
| 6792 | 1 | 0.0% | |
| 655 | 1 | 0.0% | |
| 256409 | 1 | 0.0% | |
| 23199 | 1 | 0.0% | |
| 55974 | 1 | 0.0% | |
| 35509 | 1 | 0.0% | |
| Other values (262) | 262 | 12.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1767 | 86.6% | |
| 197 | 1 | 0.0% | |
| 446 | 1 | 0.0% | |
| 452 | 1 | 0.0% | |
| 504 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 252542 | 1 | 0.0% | |
| 254113 | 1 | 0.0% | |
| 256345 | 1 | 0.0% | |
| 256409 | 1 | 0.0% | |
| 263036 | 1 | 0.0% |
Fed_IGR_Gen_Support
Numeric
| Distinct count | 442 |
|---|---|
| Unique (%) | 21.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15099 |
|---|---|
| Minimum | 0 |
| Maximum | 526072 |
| Zeros (%) | 77.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 101110 |
| Maximum | 526072 |
| Range | 526072 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 49268 |
|---|---|
| Coef of variation | 3.2629 |
| Kurtosis | 41.886 |
| Mean | 15099 |
| MAD | 24674 |
| Skewness | 5.5833 |
| Sum | 30802367 |
| Variance | 2427300000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1583 | 77.6% | |
| 300 | 12 | 0.6% | |
| 13258 | 2 | 0.1% | |
| 600 | 2 | 0.1% | |
| 10682 | 2 | 0.1% | |
| 27970 | 2 | 0.1% | |
| 636 | 2 | 0.1% | |
| 49820 | 1 | 0.0% | |
| 90758 | 1 | 0.0% | |
| 144008 | 1 | 0.0% | |
| Other values (432) | 432 | 21.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1583 | 77.6% | |
| 1 | 1 | 0.0% | |
| 17 | 1 | 0.0% | |
| 21 | 1 | 0.0% | |
| 27 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 505084 | 1 | 0.0% | |
| 508226 | 1 | 0.0% | |
| 512690 | 1 | 0.0% | |
| 512818 | 1 | 0.0% | |
| 526072 | 1 | 0.0% |
Fed_IGR_Health___Hos
Numeric
| Distinct count | 2033 |
|---|---|
| Unique (%) | 99.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 252040 |
|---|---|
| Minimum | 2262 |
| Maximum | 2562307 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2262 |
|---|---|
| 5-th percentile | 13393 |
| Q1 | 43947 |
| Median | 111660 |
| Q3 | 256370 |
| 95-th percentile | 1199400 |
| Maximum | 2562307 |
| Range | 2560045 |
| Interquartile range | 212420 |
Descriptive statistics
| Standard deviation | 384160 |
|---|---|
| Coef of variation | 1.5242 |
| Kurtosis | 8.9223 |
| Mean | 252040 |
| MAD | 243520 |
| Skewness | 2.8668 |
| Sum | 514163154 |
| Variance | 147580000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 187336 | 2 | 0.1% | |
| 73277 | 2 | 0.1% | |
| 114931 | 2 | 0.1% | |
| 246040 | 2 | 0.1% | |
| 20248 | 2 | 0.1% | |
| 223184 | 2 | 0.1% | |
| 55983 | 2 | 0.1% | |
| 255296 | 1 | 0.0% | |
| 453955 | 1 | 0.0% | |
| 128322 | 1 | 0.0% | |
| Other values (2023) | 2023 | 99.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2262 | 1 | 0.0% | |
| 2751 | 1 | 0.0% | |
| 2763 | 1 | 0.0% | |
| 3072 | 1 | 0.0% | |
| 3665 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2309824 | 1 | 0.0% | |
| 2351263 | 1 | 0.0% | |
| 2353160 | 1 | 0.0% | |
| 2394961 | 1 | 0.0% | |
| 2562307 | 1 | 0.0% |
Fed_IGR_Highways
Highly correlated
This variable is highly correlated with Fed_IGR_Education and should be ignored for analysis
| Correlation | 0.92516 |
|---|
Fed_IGR_Hous_Com_Dev
Numeric
| Distinct count | 1641 |
|---|---|
| Unique (%) | 80.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 79529 |
|---|---|
| Minimum | 0 |
| Maximum | 4234704 |
| Zeros (%) | 18.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2118 |
| Median | 27676 |
| Q3 | 75729 |
| 95-th percentile | 285330 |
| Maximum | 4234704 |
| Range | 4234704 |
| Interquartile range | 73611 |
Descriptive statistics
| Standard deviation | 203510 |
|---|---|
| Coef of variation | 2.559 |
| Kurtosis | 124.79 |
| Mean | 79529 |
| MAD | 88155 |
| Skewness | 8.999 |
| Sum | 162239200 |
| Variance | 41417000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 379 | 18.6% | |
| 6574 | 3 | 0.1% | |
| 1927 | 2 | 0.1% | |
| 20935 | 2 | 0.1% | |
| 606 | 2 | 0.1% | |
| 8016 | 2 | 0.1% | |
| 145 | 2 | 0.1% | |
| 24462 | 2 | 0.1% | |
| 9708 | 2 | 0.1% | |
| 238 | 2 | 0.1% | |
| Other values (1631) | 1642 | 80.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 379 | 18.6% | |
| 2 | 1 | 0.0% | |
| 7 | 1 | 0.0% | |
| 11 | 1 | 0.0% | |
| 15 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1758431 | 1 | 0.0% | |
| 1833541 | 1 | 0.0% | |
| 1858014 | 1 | 0.0% | |
| 2887126 | 1 | 0.0% | |
| 4234704 | 1 | 0.0% |
Fed_IGR_Natural_Res
Numeric
| Distinct count | 1993 |
|---|---|
| Unique (%) | 97.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 47007 |
|---|---|
| Minimum | 0 |
| Maximum | 687162 |
| Zeros (%) | 1.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5683.8 |
| Q1 | 18110 |
| Median | 33578 |
| Q3 | 62004 |
| 95-th percentile | 129730 |
| Maximum | 687162 |
| Range | 687162 |
| Interquartile range | 43894 |
Descriptive statistics
| Standard deviation | 45763 |
|---|---|
| Coef of variation | 0.97353 |
| Kurtosis | 24.671 |
| Mean | 47007 |
| MAD | 31221 |
| Skewness | 3.3052 |
| Sum | 95895212 |
| Variance | 2094300000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 30 | 1.5% | |
| 30096 | 2 | 0.1% | |
| 28918 | 2 | 0.1% | |
| 5877 | 2 | 0.1% | |
| 62119 | 2 | 0.1% | |
| 46733 | 2 | 0.1% | |
| 24094 | 2 | 0.1% | |
| 37419 | 2 | 0.1% | |
| 20553 | 2 | 0.1% | |
| 22641 | 2 | 0.1% | |
| Other values (1983) | 1992 | 97.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 30 | 1.5% | |
| 594 | 1 | 0.0% | |
| 1554 | 1 | 0.0% | |
| 1715 | 1 | 0.0% | |
| 1721 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 281867 | 1 | 0.0% | |
| 300033 | 1 | 0.0% | |
| 368546 | 1 | 0.0% | |
| 373126 | 1 | 0.0% | |
| 687162 | 1 | 0.0% |
Fed_IGR_Other
Numeric
| Distinct count | 2035 |
|---|---|
| Unique (%) | 99.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 362880 |
|---|---|
| Minimum | 0 |
| Maximum | 7216423 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 36228 |
| Q1 | 96083 |
| Median | 176860 |
| Q3 | 354840 |
| 95-th percentile | 1312700 |
| Maximum | 7216423 |
| Range | 7216423 |
| Interquartile range | 258760 |
Descriptive statistics
| Standard deviation | 647080 |
|---|---|
| Coef of variation | 1.7832 |
| Kurtosis | 35.366 |
| Mean | 362880 |
| MAD | 322060 |
| Skewness | 5.2603 |
| Sum | 740277503 |
| Variance | 418710000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 222135 | 2 | 0.1% | |
| 54045 | 2 | 0.1% | |
| 151000 | 2 | 0.1% | |
| 304611 | 2 | 0.1% | |
| 197484 | 2 | 0.1% | |
| 396683 | 1 | 0.0% | |
| 66928 | 1 | 0.0% | |
| 128344 | 1 | 0.0% | |
| 201560 | 1 | 0.0% | |
| 55026 | 1 | 0.0% | |
| Other values (2025) | 2025 | 99.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.0% | |
| 13942 | 1 | 0.0% | |
| 15370 | 1 | 0.0% | |
| 15508 | 1 | 0.0% | |
| 15710 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6056224 | 1 | 0.0% | |
| 6106823 | 1 | 0.0% | |
| 6192720 | 1 | 0.0% | |
| 6739496 | 1 | 0.0% | |
| 7216423 | 1 | 0.0% |
Fed_IGR_Public_Welf
Highly correlated
This variable is highly correlated with Fed_IGR_Education and should be ignored for analysis
| Correlation | 0.90066 |
|---|
Fed_IGR_Sewerage
Numeric
| Distinct count | 967 |
|---|---|
| Unique (%) | 47.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13907 |
|---|---|
| Minimum | 0 |
| Maximum | 430912 |
| Zeros (%) | 51.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 11524 |
| 95-th percentile | 78686 |
| Maximum | 430912 |
| Range | 430912 |
| Interquartile range | 11524 |
Descriptive statistics
| Standard deviation | 34735 |
|---|---|
| Coef of variation | 2.4976 |
| Kurtosis | 29.778 |
| Mean | 13907 |
| MAD | 18919 |
| Skewness | 4.6789 |
| Sum | 28371253 |
| Variance | 1206500000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1051 | 51.5% | |
| 7226 | 6 | 0.3% | |
| 6018 | 2 | 0.1% | |
| 15015 | 2 | 0.1% | |
| 6911 | 2 | 0.1% | |
| 94236 | 2 | 0.1% | |
| 6821 | 2 | 0.1% | |
| 6411 | 2 | 0.1% | |
| 16649 | 2 | 0.1% | |
| 19005 | 2 | 0.1% | |
| Other values (957) | 967 | 47.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1051 | 51.5% | |
| 4 | 2 | 0.1% | |
| 5 | 2 | 0.1% | |
| 7 | 1 | 0.0% | |
| 8 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 268233 | 1 | 0.0% | |
| 292024 | 1 | 0.0% | |
| 292875 | 1 | 0.0% | |
| 346347 | 1 | 0.0% | |
| 430912 | 1 | 0.0% |
Fed_IGR_Transit_Sub
Numeric
| Distinct count | 777 |
|---|---|
| Unique (%) | 38.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 24599 |
|---|---|
| Minimum | 0 |
| Maximum | 1164819 |
| Zeros (%) | 61.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 7605 |
| 95-th percentile | 130830 |
| Maximum | 1164819 |
| Range | 1164819 |
| Interquartile range | 7605 |
Descriptive statistics
| Standard deviation | 91615 |
|---|---|
| Coef of variation | 3.7242 |
| Kurtosis | 42.725 |
| Mean | 24599 |
| MAD | 38386 |
| Skewness | 6.0013 |
| Sum | 50182936 |
| Variance | 8393200000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1249 | 61.2% | |
| 73800 | 4 | 0.2% | |
| 323320 | 3 | 0.1% | |
| 2892 | 2 | 0.1% | |
| 9427 | 2 | 0.1% | |
| 3314 | 2 | 0.1% | |
| 1690 | 2 | 0.1% | |
| 659 | 2 | 0.1% | |
| 370 | 2 | 0.1% | |
| 1694 | 2 | 0.1% | |
| Other values (767) | 770 | 37.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1249 | 61.2% | |
| 5 | 2 | 0.1% | |
| 13 | 1 | 0.0% | |
| 26 | 1 | 0.0% | |
| 35 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 781259 | 1 | 0.0% | |
| 844434 | 1 | 0.0% | |
| 865403 | 1 | 0.0% | |
| 873148 | 1 | 0.0% | |
| 1164819 | 1 | 0.0% |
Fin_Admin_Cap_Outlay
Numeric
| Distinct count | 1798 |
|---|---|
| Unique (%) | 88.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6619.5 |
|---|---|
| Minimum | 0 |
| Maximum | 174257 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 177.75 |
| Q1 | 916.75 |
| Median | 2637 |
| Q3 | 6685.5 |
| 95-th percentile | 27408 |
| Maximum | 174257 |
| Range | 174257 |
| Interquartile range | 5768.8 |
Descriptive statistics
| Standard deviation | 12034 |
|---|---|
| Coef of variation | 1.818 |
| Kurtosis | 36.213 |
| Mean | 6619.5 |
| MAD | 6726.7 |
| Skewness | 4.847 |
| Sum | 13503809 |
| Variance | 144820000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 297 | 4 | 0.2% | |
| 547 | 4 | 0.2% | |
| 544 | 4 | 0.2% | |
| 4187 | 4 | 0.2% | |
| 1520 | 3 | 0.1% | |
| 3343 | 3 | 0.1% | |
| 887 | 3 | 0.1% | |
| 497 | 3 | 0.1% | |
| 945 | 3 | 0.1% | |
| 207 | 3 | 0.1% | |
| Other values (1788) | 2006 | 98.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 8 | 1 | 0.0% | |
| 13 | 1 | 0.0% | |
| 27 | 1 | 0.0% | |
| 30 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 91168 | 1 | 0.0% | |
| 104903 | 1 | 0.0% | |
| 110434 | 1 | 0.0% | |
| 113867 | 1 | 0.0% | |
| 174257 | 1 | 0.0% |
Fin_Admin_Construction
Numeric
| Distinct count | 717 |
|---|---|
| Unique (%) | 35.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1544.2 |
|---|---|
| Minimum | 0 |
| Maximum | 173156 |
| Zeros (%) | 40.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 13 |
| Q3 | 319.5 |
| 95-th percentile | 8401.5 |
| Maximum | 173156 |
| Range | 173156 |
| Interquartile range | 319.5 |
Descriptive statistics
| Standard deviation | 6454.9 |
|---|---|
| Coef of variation | 4.18 |
| Kurtosis | 261.65 |
| Mean | 1544.2 |
| MAD | 2438.5 |
| Skewness | 12.291 |
| Sum | 3150249 |
| Variance | 41665000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 822 | 40.3% | |
| 1 | 30 | 1.5% | |
| 2 | 27 | 1.3% | |
| 3 | 20 | 1.0% | |
| 4 | 19 | 0.9% | |
| 5 | 19 | 0.9% | |
| 8 | 16 | 0.8% | |
| 6 | 15 | 0.7% | |
| 11 | 14 | 0.7% | |
| 7 | 13 | 0.6% | |
| Other values (707) | 1045 | 51.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 822 | 40.3% | |
| 1 | 30 | 1.5% | |
| 2 | 27 | 1.3% | |
| 3 | 20 | 1.0% | |
| 4 | 19 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 46123 | 1 | 0.0% | |
| 46315 | 1 | 0.0% | |
| 46879 | 1 | 0.0% | |
| 68625 | 1 | 0.0% | |
| 173156 | 1 | 0.0% |
Fin_Admin_Current_Exp
Highly correlated
This variable is highly correlated with Fin_Admin_Direct_Exp and should be ignored for analysis
| Correlation | 0.99972 |
|---|
Fin_Admin_Direct_Exp
Highly correlated
This variable is highly correlated with Fin_Admin_Total_Exp and should be ignored for analysis
| Correlation | 0.99893 |
|---|
Fin_Admin_IG_Local_Govts
Numeric
| Distinct count | 821 |
|---|---|
| Unique (%) | 40.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3947.2 |
|---|---|
| Minimum | 0 |
| Maximum | 427923 |
| Zeros (%) | 53.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1408 |
| 95-th percentile | 17819 |
| Maximum | 427923 |
| Range | 427923 |
| Interquartile range | 1408 |
Descriptive statistics
| Standard deviation | 20240 |
|---|---|
| Coef of variation | 5.1275 |
| Kurtosis | 285.65 |
| Mean | 3947.2 |
| MAD | 5986.4 |
| Skewness | 15.21 |
| Sum | 8052342 |
| Variance | 409640000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1090 | 53.4% | |
| 1 | 7 | 0.3% | |
| 26 | 7 | 0.3% | |
| 10 | 6 | 0.3% | |
| 3 | 6 | 0.3% | |
| 7 | 6 | 0.3% | |
| 38 | 5 | 0.2% | |
| 27 | 5 | 0.2% | |
| 4 | 5 | 0.2% | |
| 13 | 5 | 0.2% | |
| Other values (811) | 898 | 44.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1090 | 53.4% | |
| 1 | 7 | 0.3% | |
| 2 | 4 | 0.2% | |
| 3 | 6 | 0.3% | |
| 4 | 5 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 149982 | 1 | 0.0% | |
| 287825 | 1 | 0.0% | |
| 410163 | 1 | 0.0% | |
| 421965 | 1 | 0.0% | |
| 427923 | 1 | 0.0% |
Fin_Admin_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Fin_Admin_Total_Exp
Highly correlated
This variable is highly correlated with Elem_Educ_Total_Exp and should be ignored for analysis
| Correlation | 0.92439 |
|---|
Fines_and_Forfeits
Numeric
| Distinct count | 1965 |
|---|---|
| Unique (%) | 96.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 60483 |
|---|---|
| Minimum | 0 |
| Maximum | 1539415 |
| Zeros (%) | 2.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 634.8 |
| Q1 | 6378.5 |
| Median | 19911 |
| Q3 | 59185 |
| 95-th percentile | 227800 |
| Maximum | 1539415 |
| Range | 1539415 |
| Interquartile range | 52806 |
Descriptive statistics
| Standard deviation | 135270 |
|---|---|
| Coef of variation | 2.2366 |
| Kurtosis | 46.671 |
| Mean | 60483 |
| MAD | 64669 |
| Skewness | 6.1143 |
| Sum | 123384629 |
| Variance | 18299000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 45 | 2.2% | |
| 42925 | 2 | 0.1% | |
| 2810 | 2 | 0.1% | |
| 6321 | 2 | 0.1% | |
| 4302 | 2 | 0.1% | |
| 70319 | 2 | 0.1% | |
| 1402 | 2 | 0.1% | |
| 2274 | 2 | 0.1% | |
| 1769 | 2 | 0.1% | |
| 1320 | 2 | 0.1% | |
| Other values (1955) | 1977 | 96.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 45 | 2.2% | |
| 4 | 2 | 0.1% | |
| 16 | 1 | 0.0% | |
| 18 | 1 | 0.0% | |
| 20 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1298314 | 1 | 0.0% | |
| 1320036 | 1 | 0.0% | |
| 1341408 | 1 | 0.0% | |
| 1369622 | 2 | 0.1% | |
| 1539415 | 1 | 0.0% |
Fire_Prot_Cap_Outlay
Numeric
| Distinct count | 41 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 165.48 |
|---|---|
| Minimum | 0 |
| Maximum | 43281 |
| Zeros (%) | 98.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 43281 |
| Range | 43281 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1665.5 |
|---|---|
| Coef of variation | 10.065 |
| Kurtosis | 292.46 |
| Mean | 165.48 |
| MAD | 324.47 |
| Skewness | 15.12 |
| Sum | 337577 |
| Variance | 2773800 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2000 | 98.0% | |
| 4853 | 1 | 0.0% | |
| 8877 | 1 | 0.0% | |
| 2684 | 1 | 0.0% | |
| 21098 | 1 | 0.0% | |
| 6744 | 1 | 0.0% | |
| 2596 | 1 | 0.0% | |
| 12801 | 1 | 0.0% | |
| 489 | 1 | 0.0% | |
| 382 | 1 | 0.0% | |
| Other values (31) | 31 | 1.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2000 | 98.0% | |
| 382 | 1 | 0.0% | |
| 489 | 1 | 0.0% | |
| 1056 | 1 | 0.0% | |
| 1347 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18813 | 1 | 0.0% | |
| 21098 | 1 | 0.0% | |
| 21616 | 1 | 0.0% | |
| 24680 | 1 | 0.0% | |
| 43281 | 1 | 0.0% |
Fire_Prot_Construction
Highly correlated
This variable is highly correlated with Fire_Prot_Cap_Outlay and should be ignored for analysis
| Correlation | 0.9244 |
|---|
Fire_Prot_Current_Exp
Highly correlated
This variable is highly correlated with Fire_Prot_Direct_Exp and should be ignored for analysis
| Correlation | 0.9988 |
|---|
Fire_Prot_Direct_Exp
Highly correlated
This variable is highly correlated with Fire_Prot_Total_Expend and should be ignored for analysis
| Correlation | 1 |
|---|
Fire_Prot_IG_Local_Govts
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Fire_Prot_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Fire_Prot_Total_Expend
Highly correlated
This variable is highly correlated with Chg_Parking and should be ignored for analysis
| Correlation | 0.90999 |
|---|
Gas_Util_Cap_Outlay
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.3858 |
|---|---|
| Minimum | 0 |
| Maximum | 2287 |
| Zeros (%) | 99.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2287 |
| Range | 2287 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 91.619 |
|---|---|
| Coef of variation | 17.011 |
| Kurtosis | 493.39 |
| Mean | 5.3858 |
| MAD | 10.682 |
| Skewness | 21.611 |
| Sum | 10987 |
| Variance | 8394 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2023 | 99.2% | |
| 171 | 3 | 0.1% | |
| 2287 | 2 | 0.1% | |
| 1825 | 1 | 0.0% | |
| 1558 | 1 | 0.0% | |
| 472 | 1 | 0.0% | |
| 465 | 1 | 0.0% | |
| 358 | 1 | 0.0% | |
| 314 | 1 | 0.0% | |
| 305 | 1 | 0.0% | |
| Other values (5) | 5 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2023 | 99.2% | |
| 14 | 1 | 0.0% | |
| 33 | 1 | 0.0% | |
| 134 | 1 | 0.0% | |
| 171 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 465 | 1 | 0.0% | |
| 472 | 1 | 0.0% | |
| 1558 | 1 | 0.0% | |
| 1825 | 1 | 0.0% | |
| 2287 | 2 | 0.1% |
Gas_Util_Construct
Highly correlated
This variable is highly correlated with Gas_Util_Cap_Outlay and should be ignored for analysis
| Correlation | 0.99811 |
|---|
Gas_Util_Current_Exp
Highly correlated
This variable is highly correlated with Gas_Util_Total_Exp and should be ignored for analysis
| Correlation | 0.99961 |
|---|
Gas_Util_Inter_Exp
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.72745 |
|---|---|
| Minimum | 0 |
| Maximum | 169 |
| Zeros (%) | 98.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 169 |
| Range | 169 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 8.4903 |
|---|---|
| Coef of variation | 11.671 |
| Kurtosis | 196.61 |
| Mean | 0.72745 |
| MAD | 1.4385 |
| Skewness | 13.504 |
| Sum | 1484 |
| Variance | 72.085 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2017 | 98.9% | |
| 18 | 3 | 0.1% | |
| 90 | 2 | 0.1% | |
| 48 | 1 | 0.0% | |
| 2 | 1 | 0.0% | |
| 11 | 1 | 0.0% | |
| 12 | 1 | 0.0% | |
| 13 | 1 | 0.0% | |
| 15 | 1 | 0.0% | |
| 23 | 1 | 0.0% | |
| Other values (11) | 11 | 0.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2017 | 98.9% | |
| 2 | 1 | 0.0% | |
| 11 | 1 | 0.0% | |
| 12 | 1 | 0.0% | |
| 13 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 110 | 1 | 0.0% | |
| 113 | 1 | 0.0% | |
| 123 | 1 | 0.0% | |
| 136 | 1 | 0.0% | |
| 169 | 1 | 0.0% |
Gas_Util_Total_Exp
Numeric
| Distinct count | 33 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 187.47 |
|---|---|
| Minimum | 0 |
| Maximum | 136439 |
| Zeros (%) | 98.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 136439 |
| Range | 136439 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3226.3 |
|---|---|
| Coef of variation | 17.21 |
| Kurtosis | 1564.1 |
| Mean | 187.47 |
| MAD | 368.87 |
| Skewness | 37.478 |
| Sum | 382434 |
| Variance | 10409000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2006 | 98.3% | |
| 190 | 2 | 0.1% | |
| 12110 | 2 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4295 | 1 | 0.0% | |
| 209 | 1 | 0.0% | |
| 10521 | 1 | 0.0% | |
| 4395 | 1 | 0.0% | |
| 4587 | 1 | 0.0% | |
| 12612 | 1 | 0.0% | |
| Other values (23) | 23 | 1.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2006 | 98.3% | |
| 3 | 1 | 0.0% | |
| 190 | 2 | 0.1% | |
| 209 | 1 | 0.0% | |
| 1821 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12107 | 1 | 0.0% | |
| 12110 | 2 | 0.1% | |
| 12612 | 1 | 0.0% | |
| 23917 | 1 | 0.0% | |
| 136439 | 1 | 0.0% |
Gas_Utility_Rev
Numeric
| Distinct count | 30 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 139.35 |
|---|---|
| Minimum | 0 |
| Maximum | 16374 |
| Zeros (%) | 98.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 16374 |
| Range | 16374 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1242.5 |
|---|---|
| Coef of variation | 8.9165 |
| Kurtosis | 97.658 |
| Mean | 139.35 |
| MAD | 274.46 |
| Skewness | 9.6423 |
| Sum | 284267 |
| Variance | 1543700 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2009 | 98.5% | |
| 241 | 2 | 0.1% | |
| 16374 | 2 | 0.1% | |
| 5925 | 1 | 0.0% | |
| 9033 | 1 | 0.0% | |
| 12404 | 1 | 0.0% | |
| 12418 | 1 | 0.0% | |
| 8406 | 1 | 0.0% | |
| 12505 | 1 | 0.0% | |
| 230 | 1 | 0.0% | |
| Other values (20) | 20 | 1.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2009 | 98.5% | |
| 230 | 1 | 0.0% | |
| 241 | 2 | 0.1% | |
| 5251 | 1 | 0.0% | |
| 5279 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12814 | 1 | 0.0% | |
| 13016 | 1 | 0.0% | |
| 13935 | 1 | 0.0% | |
| 16289 | 1 | 0.0% | |
| 16374 | 2 | 0.1% |
Gen_Pub_Bldg_Cap_Out
Highly correlated
This variable is highly correlated with Gen_Pub_Bldg_Total_Exp and should be ignored for analysis
| Correlation | 0.92453 |
|---|
Gen_Pub_Bldg_Construct
Highly correlated
This variable is highly correlated with Gen_Pub_Bldg_Cap_Out and should be ignored for analysis
| Correlation | 0.98688 |
|---|
Gen_Pub_Bldg_Current_Exp
Numeric
| Distinct count | 1853 |
|---|---|
| Unique (%) | 90.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19877 |
|---|---|
| Minimum | 0 |
| Maximum | 296722 |
| Zeros (%) | 5.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3184.2 |
| Median | 10352 |
| Q3 | 24308 |
| 95-th percentile | 70851 |
| Maximum | 296722 |
| Range | 296722 |
| Interquartile range | 21124 |
Descriptive statistics
| Standard deviation | 29731 |
|---|---|
| Coef of variation | 1.4957 |
| Kurtosis | 18.218 |
| Mean | 19877 |
| MAD | 18010 |
| Skewness | 3.6647 |
| Sum | 40549325 |
| Variance | 883910000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 109 | 5.3% | |
| 1082 | 3 | 0.1% | |
| 3921 | 3 | 0.1% | |
| 2611 | 3 | 0.1% | |
| 7942 | 3 | 0.1% | |
| 6741 | 2 | 0.1% | |
| 5508 | 2 | 0.1% | |
| 1432 | 2 | 0.1% | |
| 28080 | 2 | 0.1% | |
| 18832 | 2 | 0.1% | |
| Other values (1843) | 1909 | 93.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 109 | 5.3% | |
| 1 | 2 | 0.1% | |
| 4 | 1 | 0.0% | |
| 10 | 1 | 0.0% | |
| 14 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 202569 | 1 | 0.0% | |
| 203390 | 1 | 0.0% | |
| 258809 | 1 | 0.0% | |
| 291876 | 1 | 0.0% | |
| 296722 | 1 | 0.0% |
Gen_Pub_Bldg_Total_Exp
Numeric
| Distinct count | 1990 |
|---|---|
| Unique (%) | 97.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 42115 |
|---|---|
| Minimum | 0 |
| Maximum | 1109263 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1906.7 |
| Q1 | 8128.2 |
| Median | 21659 |
| Q3 | 48684 |
| 95-th percentile | 150510 |
| Maximum | 1109263 |
| Range | 1109263 |
| Interquartile range | 40555 |
Descriptive statistics
| Standard deviation | 72813 |
|---|---|
| Coef of variation | 1.7289 |
| Kurtosis | 67.641 |
| Mean | 42115 |
| MAD | 37591 |
| Skewness | 6.7448 |
| Sum | 85914500 |
| Variance | 5301700000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 12 | 0.6% | |
| 13987 | 3 | 0.1% | |
| 5517 | 2 | 0.1% | |
| 39784 | 2 | 0.1% | |
| 17321 | 2 | 0.1% | |
| 3168 | 2 | 0.1% | |
| 11420 | 2 | 0.1% | |
| 15526 | 2 | 0.1% | |
| 42161 | 2 | 0.1% | |
| 7582 | 2 | 0.1% | |
| Other values (1980) | 2009 | 98.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 12 | 0.6% | |
| 13 | 1 | 0.0% | |
| 16 | 1 | 0.0% | |
| 20 | 1 | 0.0% | |
| 32 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 813648 | 1 | 0.0% | |
| 849142 | 1 | 0.0% | |
| 865325 | 1 | 0.0% | |
| 902802 | 1 | 0.0% | |
| 1109263 | 1 | 0.0% |
Gen_Rev_Own_Sources
Highly correlated
This variable is highly correlated with General_Revenue and should be ignored for analysis
| Correlation | 0.99642 |
|---|
General_Assist___Sub
Highly correlated
This variable is highly correlated with Tot_Assist___Subsidies and should be ignored for analysis
| Correlation | 1 |
|---|
General_Capital_Outlay
Highly correlated
This variable is highly correlated with General_Current_Oper and should be ignored for analysis
| Correlation | 0.92779 |
|---|
General_Capital_Outlay_Other
Highly correlated
This variable is highly correlated with Total_Other_Capital_Outlays and should be ignored for analysis
| Correlation | 0.91499 |
|---|
General_Construction
Highly correlated
This variable is highly correlated with General_Capital_Outlay and should be ignored for analysis
| Correlation | 0.99483 |
|---|
General_Current_Expend
Highly correlated
This variable is highly correlated with Direct_General_Expend and should be ignored for analysis
| Correlation | 0.95425 |
|---|
General_Current_Oper
Highly correlated
This variable is highly correlated with General_Current_Expend and should be ignored for analysis
| Correlation | 0.97762 |
|---|
General_Debt_Interest
Highly correlated
This variable is highly correlated with Total_Interest_on_Debt and should be ignored for analysis
| Correlation | 0.99344 |
|---|
General_Expenditure
Highly correlated
This variable is highly correlated with Total_Salaries___Wages and should be ignored for analysis
| Correlation | 0.9705 |
|---|
General_NEC_Cap_Outlay
Numeric
| Distinct count | 2000 |
|---|---|
| Unique (%) | 98.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 32382 |
|---|---|
| Minimum | 0 |
| Maximum | 2472630 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1133 |
| Q1 | 5087.2 |
| Median | 14136 |
| Q3 | 34335 |
| 95-th percentile | 108850 |
| Maximum | 2472630 |
| Range | 2472630 |
| Interquartile range | 29248 |
Descriptive statistics
| Standard deviation | 87003 |
|---|---|
| Coef of variation | 2.6867 |
| Kurtosis | 377.24 |
| Mean | 32382 |
| MAD | 31513 |
| Skewness | 16.246 |
| Sum | 66060187 |
| Variance | 7569500000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 2460 | 3 | 0.1% | |
| 823 | 3 | 0.1% | |
| 0 | 2 | 0.1% | |
| 1232 | 2 | 0.1% | |
| 2284 | 2 | 0.1% | |
| 30490 | 2 | 0.1% | |
| 4270 | 2 | 0.1% | |
| 9366 | 2 | 0.1% | |
| 9350 | 2 | 0.1% | |
| 31604 | 2 | 0.1% | |
| Other values (1990) | 2018 | 98.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 9 | 1 | 0.0% | |
| 12 | 1 | 0.0% | |
| 17 | 2 | 0.1% | |
| 33 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 646619 | 1 | 0.0% | |
| 907355 | 1 | 0.0% | |
| 1102091 | 1 | 0.0% | |
| 1616743 | 1 | 0.0% | |
| 2472630 | 1 | 0.0% |
General_NEC_Construct
Numeric
| Distinct count | 1899 |
|---|---|
| Unique (%) | 93.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19477 |
|---|---|
| Minimum | 0 |
| Maximum | 543707 |
| Zeros (%) | 1.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 144 |
| Q1 | 1703 |
| Median | 7234 |
| Q3 | 20550 |
| 95-th percentile | 74009 |
| Maximum | 543707 |
| Range | 543707 |
| Interquartile range | 18847 |
Descriptive statistics
| Standard deviation | 40132 |
|---|---|
| Coef of variation | 2.0605 |
| Kurtosis | 57.492 |
| Mean | 19477 |
| MAD | 20576 |
| Skewness | 6.3093 |
| Sum | 39732380 |
| Variance | 1610500000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 34 | 1.7% | |
| 726 | 3 | 0.1% | |
| 4 | 3 | 0.1% | |
| 415 | 3 | 0.1% | |
| 10 | 3 | 0.1% | |
| 1960 | 3 | 0.1% | |
| 1026 | 3 | 0.1% | |
| 329 | 3 | 0.1% | |
| 611 | 3 | 0.1% | |
| 987 | 3 | 0.1% | |
| Other values (1889) | 1979 | 97.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 34 | 1.7% | |
| 1 | 2 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4 | 3 | 0.1% | |
| 5 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 381360 | 1 | 0.0% | |
| 475074 | 1 | 0.0% | |
| 489313 | 1 | 0.0% | |
| 509969 | 1 | 0.0% | |
| 543707 | 1 | 0.0% |
General_NEC_Current_Exp
Highly correlated
This variable is highly correlated with General_NEC_Direct_Exp and should be ignored for analysis
| Correlation | 0.99474 |
|---|
General_NEC_Direct_Exp
Highly correlated
This variable is highly correlated with General_NEC_Total_Exp and should be ignored for analysis
| Correlation | 0.92628 |
|---|
General_NEC_IG_Loc_Govts
Numeric
| Distinct count | 1985 |
|---|---|
| Unique (%) | 97.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 406320 |
|---|---|
| Minimum | 0 |
| Maximum | 8376310 |
| Zeros (%) | 2.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10226 |
| Q1 | 58460 |
| Median | 161410 |
| Q3 | 429170 |
| 95-th percentile | 1633900 |
| Maximum | 8376310 |
| Range | 8376310 |
| Interquartile range | 370710 |
Descriptive statistics
| Standard deviation | 645530 |
|---|---|
| Coef of variation | 1.5887 |
| Kurtosis | 27.212 |
| Mean | 406320 |
| MAD | 405680 |
| Skewness | 4.02 |
| Sum | 828890431 |
| Variance | 416710000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 51 | 2.5% | |
| 41717 | 5 | 0.2% | |
| 40623 | 2 | 0.1% | |
| 1406282 | 1 | 0.0% | |
| 1998157 | 1 | 0.0% | |
| 58702 | 1 | 0.0% | |
| 34128 | 1 | 0.0% | |
| 138577 | 1 | 0.0% | |
| 74141 | 1 | 0.0% | |
| 394580 | 1 | 0.0% | |
| Other values (1975) | 1975 | 96.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 51 | 2.5% | |
| 27 | 1 | 0.0% | |
| 48 | 1 | 0.0% | |
| 155 | 1 | 0.0% | |
| 266 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5609051 | 1 | 0.0% | |
| 6011185 | 1 | 0.0% | |
| 6280353 | 1 | 0.0% | |
| 6480781 | 1 | 0.0% | |
| 8376310 | 1 | 0.0% |
General_NEC_IG_To_Fed
Numeric
| Distinct count | 552 |
|---|---|
| Unique (%) | 27.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1318 |
|---|---|
| Minimum | 0 |
| Maximum | 89617 |
| Zeros (%) | 68.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 130.25 |
| 95-th percentile | 5252.2 |
| Maximum | 89617 |
| Range | 89617 |
| Interquartile range | 130.25 |
Descriptive statistics
| Standard deviation | 6136.3 |
|---|---|
| Coef of variation | 4.6557 |
| Kurtosis | 91.616 |
| Mean | 1318 |
| MAD | 2158.8 |
| Skewness | 8.6791 |
| Sum | 2688743 |
| Variance | 37654000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1395 | 68.4% | |
| 57 | 5 | 0.2% | |
| 19000 | 5 | 0.2% | |
| 30 | 5 | 0.2% | |
| 100 | 4 | 0.2% | |
| 32 | 4 | 0.2% | |
| 155 | 3 | 0.1% | |
| 129 | 3 | 0.1% | |
| 113 | 3 | 0.1% | |
| 97 | 3 | 0.1% | |
| Other values (542) | 610 | 29.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1395 | 68.4% | |
| 1 | 2 | 0.1% | |
| 2 | 1 | 0.0% | |
| 3 | 2 | 0.1% | |
| 4 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 65728 | 1 | 0.0% | |
| 68036 | 1 | 0.0% | |
| 81243 | 1 | 0.0% | |
| 86874 | 1 | 0.0% | |
| 89617 | 1 | 0.0% |
General_NEC_IG_To_St
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
General_NEC_Total_Exp
Numeric
| Distinct count | 2038 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 934490 |
|---|---|
| Minimum | 30964 |
| Maximum | 14241504 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 30964 |
|---|---|
| 5-th percentile | 83876 |
| Q1 | 201000 |
| Median | 481020 |
| Q3 | 1077200 |
| 95-th percentile | 3438700 |
| Maximum | 14241504 |
| Range | 14210540 |
| Interquartile range | 876180 |
Descriptive statistics
| Standard deviation | 1324800 |
|---|---|
| Coef of variation | 1.4177 |
| Kurtosis | 21.963 |
| Mean | 934490 |
| MAD | 819930 |
| Skewness | 3.8349 |
| Sum | 1906356170 |
| Variance | 1755100000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 1577686 | 2 | 0.1% | |
| 159902 | 2 | 0.1% | |
| 745470 | 1 | 0.0% | |
| 495886 | 1 | 0.0% | |
| 760656 | 1 | 0.0% | |
| 177483 | 1 | 0.0% | |
| 3385870 | 1 | 0.0% | |
| 1062210 | 1 | 0.0% | |
| 1078606 | 1 | 0.0% | |
| 621903 | 1 | 0.0% | |
| Other values (2028) | 2028 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 30964 | 1 | 0.0% | |
| 32524 | 1 | 0.0% | |
| 33666 | 1 | 0.0% | |
| 34477 | 1 | 0.0% | |
| 34697 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11455662 | 1 | 0.0% | |
| 12294717 | 1 | 0.0% | |
| 12607017 | 1 | 0.0% | |
| 12798722 | 1 | 0.0% | |
| 14241504 | 1 | 0.0% |
General_Revenue
Highly correlated
This variable is highly correlated with Total_Rev_Own_Sources and should be ignored for analysis
| Correlation | 0.96857 |
|---|
Health_Capital_Outlay
Numeric
| Distinct count | 1837 |
|---|---|
| Unique (%) | 90.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13848 |
|---|---|
| Minimum | 0 |
| Maximum | 713200 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 257.9 |
| Q1 | 1210.5 |
| Median | 3192 |
| Q3 | 8183.2 |
| 95-th percentile | 39809 |
| Maximum | 713200 |
| Range | 713200 |
| Interquartile range | 6972.8 |
Descriptive statistics
| Standard deviation | 55190 |
|---|---|
| Coef of variation | 3.9853 |
| Kurtosis | 87.915 |
| Mean | 13848 |
| MAD | 17473 |
| Skewness | 8.8077 |
| Sum | 28250591 |
| Variance | 3045900000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 17 | 0.8% | |
| 552 | 4 | 0.2% | |
| 718 | 4 | 0.2% | |
| 651 | 4 | 0.2% | |
| 1821 | 3 | 0.1% | |
| 606 | 3 | 0.1% | |
| 730 | 3 | 0.1% | |
| 2245 | 3 | 0.1% | |
| 2827 | 3 | 0.1% | |
| 643 | 3 | 0.1% | |
| Other values (1827) | 1993 | 97.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 17 | 0.8% | |
| 1 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 4 | 1 | 0.0% | |
| 5 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 667570 | 1 | 0.0% | |
| 670257 | 1 | 0.0% | |
| 684936 | 1 | 0.0% | |
| 705488 | 1 | 0.0% | |
| 713200 | 1 | 0.0% |
Health_Construction
Highly correlated
This variable is highly correlated with Health_Capital_Outlay and should be ignored for analysis
| Correlation | 0.99561 |
|---|
Health_Current_Exp
Highly correlated
This variable is highly correlated with Health_Direct_Expend and should be ignored for analysis
| Correlation | 0.99611 |
|---|
Health_Direct_Expend
Numeric
| Distinct count | 2039 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 447600 |
|---|---|
| Minimum | 5424 |
| Maximum | 3860148 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5424 |
|---|---|
| 5-th percentile | 26422 |
| Q1 | 89965 |
| Median | 231900 |
| Q3 | 535260 |
| 95-th percentile | 1745700 |
| Maximum | 3860148 |
| Range | 3854724 |
| Interquartile range | 445290 |
Descriptive statistics
| Standard deviation | 587980 |
|---|---|
| Coef of variation | 1.3136 |
| Kurtosis | 8.0065 |
| Mean | 447600 |
| MAD | 395420 |
| Skewness | 2.6047 |
| Sum | 913109609 |
| Variance | 345720000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 61562 | 2 | 0.1% | |
| 1363966 | 1 | 0.0% | |
| 200043 | 1 | 0.0% | |
| 33699 | 1 | 0.0% | |
| 79040 | 1 | 0.0% | |
| 517628 | 1 | 0.0% | |
| 652636 | 1 | 0.0% | |
| 93533 | 1 | 0.0% | |
| 100159 | 1 | 0.0% | |
| 273759 | 1 | 0.0% | |
| Other values (2029) | 2029 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5424 | 1 | 0.0% | |
| 6332 | 1 | 0.0% | |
| 6685 | 1 | 0.0% | |
| 7243 | 1 | 0.0% | |
| 8561 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3706839 | 1 | 0.0% | |
| 3740222 | 1 | 0.0% | |
| 3763754 | 1 | 0.0% | |
| 3766888 | 1 | 0.0% | |
| 3860148 | 1 | 0.0% |
Health_IG_Local_Govts
Highly correlated
This variable is highly correlated with Health_Total_Expend and should be ignored for analysis
| Correlation | 0.90631 |
|---|
Health_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Health_Total_Expend
Highly correlated
This variable is highly correlated with Judicial_Current_Exp and should be ignored for analysis
| Correlation | 0.90089 |
|---|
Higher_Ed_Cap_Outlay
Highly correlated
This variable is highly correlated with Higher_Ed_Direct_Exp and should be ignored for analysis
| Correlation | 0.94212 |
|---|
Higher_Ed_Construct
Highly correlated
This variable is highly correlated with Higher_Ed_Current_Exp and should be ignored for analysis
| Correlation | 0.90263 |
|---|
Higher_Ed_Current_Exp
Highly correlated
This variable is highly correlated with Higher_Ed_Cap_Outlay and should be ignored for analysis
| Correlation | 0.92514 |
|---|
Higher_Ed_Direct_Exp
Highly correlated
This variable is highly correlated with Higher_Ed_Total_Exp and should be ignored for analysis
| Correlation | 0.9949 |
|---|
Higher_Ed_IG_Loc_Govts
Numeric
| Distinct count | 710 |
|---|---|
| Unique (%) | 34.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 85488 |
|---|---|
| Minimum | 0 |
| Maximum | 4666769 |
| Zeros (%) | 64.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 21774 |
| 95-th percentile | 410560 |
| Maximum | 4666769 |
| Range | 4666769 |
| Interquartile range | 21774 |
Descriptive statistics
| Standard deviation | 328780 |
|---|---|
| Coef of variation | 3.8459 |
| Kurtosis | 68.432 |
| Mean | 85488 |
| MAD | 132450 |
| Skewness | 7.4949 |
| Sum | 174396413 |
| Variance | 108090000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1322 | 64.8% | |
| 56806 | 2 | 0.1% | |
| 68311 | 2 | 0.1% | |
| 412 | 2 | 0.1% | |
| 807 | 2 | 0.1% | |
| 45534 | 2 | 0.1% | |
| 8587 | 2 | 0.1% | |
| 64 | 2 | 0.1% | |
| 193521 | 2 | 0.1% | |
| 102099 | 2 | 0.1% | |
| Other values (700) | 700 | 34.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1322 | 64.8% | |
| 1 | 1 | 0.0% | |
| 2 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 31 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3281474 | 1 | 0.0% | |
| 3370276 | 1 | 0.0% | |
| 3427790 | 1 | 0.0% | |
| 3897192 | 1 | 0.0% | |
| 4666769 | 1 | 0.0% |
Higher_Ed_IG_To_St
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Higher_Ed_Total_Exp
Highly correlated
This variable is highly correlated with Elem_Educ_Total_Exp and should be ignored for analysis
| Correlation | 0.94512 |
|---|
Hosp_Other_Cap_Outlay
Numeric
| Distinct count | 50 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 255.37 |
|---|---|
| Minimum | 0 |
| Maximum | 101678 |
| Zeros (%) | 97.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 101678 |
| Range | 101678 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3661.5 |
|---|---|
| Coef of variation | 14.338 |
| Kurtosis | 492.71 |
| Mean | 255.37 |
| MAD | 501.4 |
| Skewness | 20.804 |
| Sum | 520951 |
| Variance | 13406000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1986 | 97.4% | |
| 4 | 2 | 0.1% | |
| 22 | 2 | 0.1% | |
| 7 | 2 | 0.1% | |
| 24 | 2 | 0.1% | |
| 3 | 2 | 0.1% | |
| 2054 | 1 | 0.0% | |
| 289 | 1 | 0.0% | |
| 271 | 1 | 0.0% | |
| 88331 | 1 | 0.0% | |
| Other values (40) | 40 | 2.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1986 | 97.4% | |
| 1 | 1 | 0.0% | |
| 3 | 2 | 0.1% | |
| 4 | 2 | 0.1% | |
| 7 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 44269 | 1 | 0.0% | |
| 46693 | 1 | 0.0% | |
| 48525 | 1 | 0.0% | |
| 88331 | 1 | 0.0% | |
| 101678 | 1 | 0.0% |
Hosp_Other_Construct
Highly correlated
This variable is highly correlated with Hosp_Other_Cap_Outlay and should be ignored for analysis
| Correlation | 0.99867 |
|---|
Hosp_Other_Current_Exp
Highly correlated
This variable is highly correlated with Hosp_Other_Direct_Exp and should be ignored for analysis
| Correlation | 0.92233 |
|---|
Hosp_Other_Direct_Exp
Numeric
| Distinct count | 392 |
|---|---|
| Unique (%) | 19.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2197.8 |
|---|---|
| Minimum | 0 |
| Maximum | 150776 |
| Zeros (%) | 80.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 12818 |
| Maximum | 150776 |
| Range | 150776 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 9480.8 |
|---|---|
| Coef of variation | 4.3138 |
| Kurtosis | 76.156 |
| Mean | 2197.8 |
| MAD | 3750.6 |
| Skewness | 7.5782 |
| Sum | 4483475 |
| Variance | 89885000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1633 | 80.0% | |
| 240 | 3 | 0.1% | |
| 803 | 2 | 0.1% | |
| 133 | 2 | 0.1% | |
| 3304 | 2 | 0.1% | |
| 2794 | 2 | 0.1% | |
| 554 | 2 | 0.1% | |
| 855 | 2 | 0.1% | |
| 388 | 2 | 0.1% | |
| 963 | 2 | 0.1% | |
| Other values (382) | 388 | 19.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1633 | 80.0% | |
| 16 | 1 | 0.0% | |
| 51 | 1 | 0.0% | |
| 52 | 1 | 0.0% | |
| 62 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 88331 | 1 | 0.0% | |
| 95275 | 1 | 0.0% | |
| 104178 | 1 | 0.0% | |
| 132682 | 1 | 0.0% | |
| 150776 | 1 | 0.0% |
Hosp_Other_IG_Loc_Govts
Highly correlated
This variable is highly correlated with Hosp_Other_Total_Exp and should be ignored for analysis
| Correlation | 0.90719 |
|---|
Hosp_Other_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Hosp_Other_Total_Exp
Numeric
| Distinct count | 594 |
|---|---|
| Unique (%) | 29.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4883.7 |
|---|---|
| Minimum | 0 |
| Maximum | 299404 |
| Zeros (%) | 68.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 444.5 |
| 95-th percentile | 23681 |
| Maximum | 299404 |
| Range | 299404 |
| Interquartile range | 444.5 |
Descriptive statistics
| Standard deviation | 22504 |
|---|---|
| Coef of variation | 4.6079 |
| Kurtosis | 95.326 |
| Mean | 4883.7 |
| MAD | 8027.5 |
| Skewness | 8.8702 |
| Sum | 9962749 |
| Variance | 506420000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1388 | 68.0% | |
| 159 | 4 | 0.2% | |
| 150 | 4 | 0.2% | |
| 410 | 4 | 0.2% | |
| 124 | 4 | 0.2% | |
| 29 | 4 | 0.2% | |
| 401 | 3 | 0.1% | |
| 120 | 3 | 0.1% | |
| 46 | 3 | 0.1% | |
| 240 | 3 | 0.1% | |
| Other values (584) | 620 | 30.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1388 | 68.0% | |
| 2 | 2 | 0.1% | |
| 6 | 1 | 0.0% | |
| 10 | 1 | 0.0% | |
| 13 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 279905 | 1 | 0.0% | |
| 282702 | 1 | 0.0% | |
| 284199 | 1 | 0.0% | |
| 287477 | 1 | 0.0% | |
| 299404 | 1 | 0.0% |
Hous___Com_Cap_Outlay
Numeric
| Distinct count | 778 |
|---|---|
| Unique (%) | 38.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5859.4 |
|---|---|
| Minimum | 0 |
| Maximum | 620521 |
| Zeros (%) | 25.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 51 |
| Q3 | 436.5 |
| 95-th percentile | 20303 |
| Maximum | 620521 |
| Range | 620521 |
| Interquartile range | 436.5 |
Descriptive statistics
| Standard deviation | 33033 |
|---|---|
| Coef of variation | 5.6376 |
| Kurtosis | 163.68 |
| Mean | 5859.4 |
| MAD | 9985.3 |
| Skewness | 11.2 |
| Sum | 11953261 |
| Variance | 1091200000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 512 | 25.1% | |
| 1 | 37 | 1.8% | |
| 3 | 27 | 1.3% | |
| 5 | 26 | 1.3% | |
| 6 | 26 | 1.3% | |
| 2 | 25 | 1.2% | |
| 4 | 20 | 1.0% | |
| 7 | 19 | 0.9% | |
| 9 | 15 | 0.7% | |
| 17 | 14 | 0.7% | |
| Other values (768) | 1319 | 64.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 512 | 25.1% | |
| 1 | 37 | 1.8% | |
| 2 | 25 | 1.2% | |
| 3 | 27 | 1.3% | |
| 4 | 20 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 349335 | 1 | 0.0% | |
| 357035 | 1 | 0.0% | |
| 514586 | 1 | 0.0% | |
| 612791 | 1 | 0.0% | |
| 620521 | 1 | 0.0% |
Hous___Com_Construct
Numeric
| Distinct count | 385 |
|---|---|
| Unique (%) | 18.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3805.2 |
|---|---|
| Minimum | 0 |
| Maximum | 581708 |
| Zeros (%) | 77.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 14532 |
| Maximum | 581708 |
| Range | 581708 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 22598 |
|---|---|
| Coef of variation | 5.9388 |
| Kurtosis | 247.97 |
| Mean | 3805.2 |
| MAD | 6742.2 |
| Skewness | 12.904 |
| Sum | 7762608 |
| Variance | 510690000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1575 | 77.2% | |
| 1 | 13 | 0.6% | |
| 2 | 8 | 0.4% | |
| 3 | 7 | 0.3% | |
| 5 | 5 | 0.2% | |
| 20 | 5 | 0.2% | |
| 14 | 4 | 0.2% | |
| 4 | 4 | 0.2% | |
| 6 | 4 | 0.2% | |
| 29 | 4 | 0.2% | |
| Other values (375) | 411 | 20.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1575 | 77.2% | |
| 1 | 13 | 0.6% | |
| 2 | 8 | 0.4% | |
| 3 | 7 | 0.3% | |
| 4 | 4 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 190317 | 1 | 0.0% | |
| 229043 | 1 | 0.0% | |
| 240320 | 1 | 0.0% | |
| 290648 | 1 | 0.0% | |
| 581708 | 1 | 0.0% |
Hous___Com_Current_Exp
Highly correlated
This variable is highly correlated with Hous___Com_Direct_Exp and should be ignored for analysis
| Correlation | 0.98557 |
|---|
Hous___Com_Direct_Exp
Numeric
| Distinct count | 1926 |
|---|---|
| Unique (%) | 94.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 83350 |
|---|---|
| Minimum | 0 |
| Maximum | 4948560 |
| Zeros (%) | 4.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 175.75 |
| Q1 | 6198 |
| Median | 27448 |
| Q3 | 92372 |
| 95-th percentile | 311790 |
| Maximum | 4948560 |
| Range | 4948560 |
| Interquartile range | 86174 |
Descriptive statistics
| Standard deviation | 191180 |
|---|---|
| Coef of variation | 2.2937 |
| Kurtosis | 239.11 |
| Mean | 83350 |
| MAD | 89673 |
| Skewness | 11.735 |
| Sum | 170033765 |
| Variance | 36551000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 88 | 4.3% | |
| 4189 | 2 | 0.1% | |
| 2152 | 2 | 0.1% | |
| 97877 | 2 | 0.1% | |
| 7267 | 2 | 0.1% | |
| 20016 | 2 | 0.1% | |
| 1918 | 2 | 0.1% | |
| 4251 | 2 | 0.1% | |
| 15000 | 2 | 0.1% | |
| 7062 | 2 | 0.1% | |
| Other values (1916) | 1934 | 94.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 88 | 4.3% | |
| 12 | 1 | 0.0% | |
| 37 | 1 | 0.0% | |
| 48 | 1 | 0.0% | |
| 50 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1233108 | 1 | 0.0% | |
| 1367791 | 1 | 0.0% | |
| 1949751 | 1 | 0.0% | |
| 2912099 | 1 | 0.0% | |
| 4948560 | 1 | 0.0% |
Hous___Com_IG_Loc_Govts
Numeric
| Distinct count | 1195 |
|---|---|
| Unique (%) | 58.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 38299 |
|---|---|
| Minimum | 0 |
| Maximum | 3005652 |
| Zeros (%) | 40.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 4580 |
| Q3 | 29901 |
| 95-th percentile | 141480 |
| Maximum | 3005652 |
| Range | 3005652 |
| Interquartile range | 29901 |
Descriptive statistics
| Standard deviation | 155910 |
|---|---|
| Coef of variation | 4.0708 |
| Kurtosis | 171.29 |
| Mean | 38299 |
| MAD | 49270 |
| Skewness | 11.726 |
| Sum | 78130085 |
| Variance | 24308000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 825 | 40.4% | |
| 171 | 3 | 0.1% | |
| 180 | 3 | 0.1% | |
| 15682 | 2 | 0.1% | |
| 108 | 2 | 0.1% | |
| 1 | 2 | 0.1% | |
| 49273 | 2 | 0.1% | |
| 182 | 2 | 0.1% | |
| 11517 | 2 | 0.1% | |
| 4137 | 2 | 0.1% | |
| Other values (1185) | 1195 | 58.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 825 | 40.4% | |
| 1 | 2 | 0.1% | |
| 5 | 2 | 0.1% | |
| 7 | 1 | 0.0% | |
| 8 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1779399 | 1 | 0.0% | |
| 1913562 | 1 | 0.0% | |
| 2527641 | 1 | 0.0% | |
| 2670014 | 1 | 0.0% | |
| 3005652 | 1 | 0.0% |
Hous___Com_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Hous___Com_Total_Exp
Highly correlated
This variable is highly correlated with Fed_IGR_Hous_Com_Dev and should be ignored for analysis
| Correlation | 0.93623 |
|---|
Hunting___Fishing_License
Numeric
| Distinct count | 1954 |
|---|---|
| Unique (%) | 95.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19521 |
|---|---|
| Minimum | 0 |
| Maximum | 110051 |
| Zeros (%) | 1.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 686.4 |
| Q1 | 7169.2 |
| Median | 14608 |
| Q3 | 25852 |
| 95-th percentile | 59512 |
| Maximum | 110051 |
| Range | 110051 |
| Interquartile range | 18682 |
Descriptive statistics
| Standard deviation | 18042 |
|---|---|
| Coef of variation | 0.92422 |
| Kurtosis | 4.2321 |
| Mean | 19521 |
| MAD | 12990 |
| Skewness | 1.8744 |
| Sum | 39822739 |
| Variance | 325500000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 39 | 1.9% | |
| 28720 | 3 | 0.1% | |
| 24492 | 2 | 0.1% | |
| 4141 | 2 | 0.1% | |
| 8267 | 2 | 0.1% | |
| 8038 | 2 | 0.1% | |
| 4293 | 2 | 0.1% | |
| 283 | 2 | 0.1% | |
| 8625 | 2 | 0.1% | |
| 6624 | 2 | 0.1% | |
| Other values (1944) | 1982 | 97.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 39 | 1.9% | |
| 94 | 1 | 0.0% | |
| 97 | 1 | 0.0% | |
| 104 | 1 | 0.0% | |
| 133 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 103912 | 1 | 0.0% | |
| 104390 | 1 | 0.0% | |
| 104698 | 1 | 0.0% | |
| 108204 | 1 | 0.0% | |
| 110051 | 1 | 0.0% |
ID
Numeric
| Distinct count | 51 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 260040000 |
|---|---|
| Minimum | 10000000 |
| Maximum | 510000000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 10000000 |
|---|---|
| 5-th percentile | 30000000 |
| Q1 | 130000000 |
| Median | 260000000 |
| Q3 | 390000000 |
| 95-th percentile | 490000000 |
| Maximum | 510000000 |
| Range | 500000000 |
| Interquartile range | 260000000 |
Descriptive statistics
| Standard deviation | 147190000 |
|---|---|
| Coef of variation | 0.56602 |
| Kurtosis | -1.2003 |
| Mean | 260040000 |
| MAD | 127410000 |
| Skewness | 0.00025537 |
| Sum | 530480040040 |
| Variance | 2.1664e+16 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 180000000 | 40 | 2.0% | |
| 290000000 | 40 | 2.0% | |
| 490000000 | 40 | 2.0% | |
| 80000000 | 40 | 2.0% | |
| 30000000 | 40 | 2.0% | |
| 140000000 | 40 | 2.0% | |
| 92001001 | 40 | 2.0% | |
| 250000000 | 40 | 2.0% | |
| 170000000 | 40 | 2.0% | |
| 200000000 | 40 | 2.0% | |
| Other values (41) | 1640 | 80.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 10000000 | 40 | 2.0% | |
| 20000000 | 40 | 2.0% | |
| 30000000 | 40 | 2.0% | |
| 40000000 | 40 | 2.0% | |
| 50000000 | 40 | 2.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 470000000 | 40 | 2.0% | |
| 480000000 | 40 | 2.0% | |
| 490000000 | 40 | 2.0% | |
| 500000000 | 40 | 2.0% | |
| 510000000 | 40 | 2.0% |
IG_Exp_To_Federal_Govt
Highly correlated
This variable is highly correlated with Chg_Total_Nat_Res and should be ignored for analysis
| Correlation | 0.91232 |
|---|
IG_Exp_To_Local_Govts
Highly correlated
This variable is highly correlated with Total_IG_Expenditure and should be ignored for analysis
| Correlation | 0.91162 |
|---|
IG_Exp_To_State_Govt
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.020588 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.8867 |
|---|---|
| Coef of variation | 43.068 |
| Kurtosis | 2029.8 |
| Mean | 0.020588 |
| MAD | 0.041136 |
| Skewness | 45.003 |
| Sum | 42 |
| Variance | 0.78624 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2038 | 99.9% | |
| 40 | 1 | 0.0% | |
| 2 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2038 | 99.9% | |
| 2 | 1 | 0.0% | |
| 40 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2038 | 99.9% | |
| 2 | 1 | 0.0% | |
| 40 | 1 | 0.0% |
Individual_Income_Tax
Highly correlated
This variable is highly correlated with Total_Income_Taxes and should be ignored for analysis
| Correlation | 0.99561 |
|---|
Insur_Trust_Cash___Sec
Highly correlated
This variable is highly correlated with Total_Cash___Securities and should be ignored for analysis
| Correlation | 0.98966 |
|---|
Insurance_Premium_Tax
Highly correlated
This variable is highly correlated with Total_Gen_Sales_Tax and should be ignored for analysis
| Correlation | 0.92534 |
|---|
Interest_Revenue
Highly correlated
This variable is highly correlated with Misc_General_Revenue and should be ignored for analysis
| Correlation | 0.91718 |
|---|
Interest_on_Gen_Debt
Highly correlated
This variable is highly correlated with General_Debt_Interest and should be ignored for analysis
| Correlation | 1 |
|---|
Judicial_Cap_Outlay
Numeric
| Distinct count | 1658 |
|---|---|
| Unique (%) | 81.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6929.3 |
|---|---|
| Minimum | 0 |
| Maximum | 1039559 |
| Zeros (%) | 1.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 46.95 |
| Q1 | 473.75 |
| Median | 1505.5 |
| Q3 | 4333 |
| 95-th percentile | 20858 |
| Maximum | 1039559 |
| Range | 1039559 |
| Interquartile range | 3859.2 |
Descriptive statistics
| Standard deviation | 33422 |
|---|---|
| Coef of variation | 4.8232 |
| Kurtosis | 517.36 |
| Mean | 6929.3 |
| MAD | 8771.7 |
| Skewness | 19.523 |
| Sum | 14135794 |
| Variance | 1117000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 31 | 1.5% | |
| 10 | 5 | 0.2% | |
| 34 | 5 | 0.2% | |
| 166 | 5 | 0.2% | |
| 375 | 5 | 0.2% | |
| 133 | 5 | 0.2% | |
| 52 | 5 | 0.2% | |
| 500 | 4 | 0.2% | |
| 207 | 4 | 0.2% | |
| 181 | 4 | 0.2% | |
| Other values (1648) | 1967 | 96.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 31 | 1.5% | |
| 2 | 1 | 0.0% | |
| 3 | 2 | 0.1% | |
| 4 | 2 | 0.1% | |
| 6 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 239720 | 1 | 0.0% | |
| 240108 | 1 | 0.0% | |
| 398124 | 1 | 0.0% | |
| 622423 | 1 | 0.0% | |
| 1039559 | 1 | 0.0% |
Judicial_Construction
Highly correlated
This variable is highly correlated with Judicial_Cap_Outlay and should be ignored for analysis
| Correlation | 0.99066 |
|---|
Judicial_Current_Exp
Highly correlated
This variable is highly correlated with Judicial_Direct_Expend and should be ignored for analysis
| Correlation | 0.99808 |
|---|
Judicial_Direct_Expend
Highly correlated
This variable is highly correlated with Judicial_Total_Expend and should be ignored for analysis
| Correlation | 0.99516 |
|---|
Judicial_IG_Local_Govts
Numeric
| Distinct count | 1300 |
|---|---|
| Unique (%) | 63.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15870 |
|---|---|
| Minimum | 0 |
| Maximum | 640603 |
| Zeros (%) | 31.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1113 |
| Q3 | 12071 |
| 95-th percentile | 85611 |
| Maximum | 640603 |
| Range | 640603 |
| Interquartile range | 12071 |
Descriptive statistics
| Standard deviation | 46772 |
|---|---|
| Coef of variation | 2.9471 |
| Kurtosis | 80.06 |
| Mean | 15870 |
| MAD | 21343 |
| Skewness | 7.7586 |
| Sum | 32375501 |
| Variance | 2187600000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 646 | 31.7% | |
| 427 | 5 | 0.2% | |
| 30 | 4 | 0.2% | |
| 25 | 4 | 0.2% | |
| 1582 | 3 | 0.1% | |
| 21 | 3 | 0.1% | |
| 309 | 3 | 0.1% | |
| 24000 | 3 | 0.1% | |
| 646 | 3 | 0.1% | |
| 182 | 3 | 0.1% | |
| Other values (1290) | 1363 | 66.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 646 | 31.7% | |
| 1 | 1 | 0.0% | |
| 3 | 3 | 0.1% | |
| 4 | 1 | 0.0% | |
| 5 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 542849 | 1 | 0.0% | |
| 555421 | 1 | 0.0% | |
| 565659 | 1 | 0.0% | |
| 630442 | 1 | 0.0% | |
| 640603 | 1 | 0.0% |
Judicial_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Judicial_Total_Expend
Highly correlated
This variable is highly correlated with Fin_Admin_Current_Exp and should be ignored for analysis
| Correlation | 0.90353 |
|---|
LTD_Iss_All_Other
Highly correlated
This variable is highly correlated with Total_LTD_Issued and should be ignored for analysis
| Correlation | 0.97168 |
|---|
LTD_Iss_FFC_Elec_Util
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 66.176 |
|---|
| 0 | |
|---|---|
| 135000 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2039 | 100.0% | |
| 135000 | 1 | 0.0% |
LTD_Iss_FFC_Elem_Educ
Highly correlated
This variable is highly correlated with LTD_Iss_Gen_Elem_Educ and should be ignored for analysis
| Correlation | 0.94877 |
|---|
LTD_Iss_FFC_Gas_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_FFC_General
Highly correlated
This variable is highly correlated with Total_LTD_Iss_FFC and should be ignored for analysis
| Correlation | 0.99972 |
|---|
LTD_Iss_FFC_Other_Educ
Numeric
| Distinct count | 305 |
|---|---|
| Unique (%) | 15.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16495 |
|---|---|
| Minimum | 0 |
| Maximum | 4594065 |
| Zeros (%) | 83.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 66331 |
| Maximum | 4594065 |
| Range | 4594065 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 140260 |
|---|---|
| Coef of variation | 8.5032 |
| Kurtosis | 746.51 |
| Mean | 16495 |
| MAD | 28600 |
| Skewness | 25.202 |
| Sum | 33649306 |
| Variance | 19673000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1702 | 83.4% | |
| 5000 | 8 | 0.4% | |
| 2000 | 5 | 0.2% | |
| 10000 | 4 | 0.2% | |
| 20000 | 4 | 0.2% | |
| 3000 | 3 | 0.1% | |
| 24289 | 3 | 0.1% | |
| 25000 | 3 | 0.1% | |
| 230000 | 2 | 0.1% | |
| 90000 | 2 | 0.1% | |
| Other values (295) | 304 | 14.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1702 | 83.4% | |
| 2 | 1 | 0.0% | |
| 162 | 1 | 0.0% | |
| 300 | 1 | 0.0% | |
| 900 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 725000 | 1 | 0.0% | |
| 808235 | 1 | 0.0% | |
| 829975 | 1 | 0.0% | |
| 3509000 | 1 | 0.0% | |
| 4594065 | 1 | 0.0% |
LTD_Iss_FFC_Other_NEC
Highly correlated
This variable is highly correlated with LTD_Iss_FFC_General and should be ignored for analysis
| Correlation | 0.96302 |
|---|
LTD_Iss_FFC_Trans_Util
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 93.356 |
|---|---|
| Minimum | 0 |
| Maximum | 48500 |
| Zeros (%) | 99.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48500 |
| Range | 48500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1496.5 |
|---|---|
| Coef of variation | 16.03 |
| Kurtosis | 630.74 |
| Mean | 93.356 |
| MAD | 185.34 |
| Skewness | 23.042 |
| Sum | 190446 |
| Variance | 2239400 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2025 | 99.3% | |
| 7600 | 2 | 0.1% | |
| 6088 | 1 | 0.0% | |
| 8100 | 1 | 0.0% | |
| 6000 | 1 | 0.0% | |
| 5900 | 1 | 0.0% | |
| 16000 | 1 | 0.0% | |
| 5700 | 1 | 0.0% | |
| 26067 | 1 | 0.0% | |
| 48500 | 1 | 0.0% | |
| Other values (5) | 5 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2025 | 99.3% | |
| 1137 | 1 | 0.0% | |
| 2403 | 1 | 0.0% | |
| 5700 | 1 | 0.0% | |
| 5900 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 16000 | 1 | 0.0% | |
| 19434 | 1 | 0.0% | |
| 23400 | 1 | 0.0% | |
| 26067 | 1 | 0.0% | |
| 48500 | 1 | 0.0% |
LTD_Iss_FFC_Utility
Highly correlated
This variable is highly correlated with LTD_Iss_Util_Water and should be ignored for analysis
| Correlation | 0.95489 |
|---|
LTD_Iss_FFC_Water_Util
Highly correlated
This variable is highly correlated with LTD_Iss_FFC_Utility and should be ignored for analysis
| Correlation | 0.98514 |
|---|
LTD_Iss_Gen_Elem_Educ
Numeric
| Distinct count | 244 |
|---|---|
| Unique (%) | 12.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 22834 |
|---|---|
| Minimum | 0 |
| Maximum | 3484700 |
| Zeros (%) | 87.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 80111 |
| Maximum | 3484700 |
| Range | 3484700 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 153040 |
|---|---|
| Coef of variation | 6.7024 |
| Kurtosis | 230.4 |
| Mean | 22834 |
| MAD | 41061 |
| Skewness | 13.478 |
| Sum | 46580869 |
| Variance | 23421000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1786 | 87.5% | |
| 10000 | 5 | 0.2% | |
| 600 | 4 | 0.2% | |
| 450000 | 2 | 0.1% | |
| 7200 | 2 | 0.1% | |
| 260000 | 2 | 0.1% | |
| 3100 | 2 | 0.1% | |
| 8834 | 1 | 0.0% | |
| 70272 | 1 | 0.0% | |
| 105085 | 1 | 0.0% | |
| Other values (234) | 234 | 11.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1786 | 87.5% | |
| 300 | 1 | 0.0% | |
| 450 | 1 | 0.0% | |
| 500 | 1 | 0.0% | |
| 600 | 4 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1675706 | 1 | 0.0% | |
| 1746411 | 1 | 0.0% | |
| 2343970 | 1 | 0.0% | |
| 2747026 | 1 | 0.0% | |
| 3484700 | 1 | 0.0% |
LTD_Iss_Gen_Other_Educ
Numeric
| Distinct count | 1157 |
|---|---|
| Unique (%) | 56.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 101040 |
|---|---|
| Minimum | 0 |
| Maximum | 6333850 |
| Zeros (%) | 42.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 5379 |
| Q3 | 71153 |
| 95-th percentile | 514720 |
| Maximum | 6333850 |
| Range | 6333850 |
| Interquartile range | 71153 |
Descriptive statistics
| Standard deviation | 307380 |
|---|---|
| Coef of variation | 3.042 |
| Kurtosis | 133.92 |
| Mean | 101040 |
| MAD | 136810 |
| Skewness | 9.182 |
| Sum | 206130486 |
| Variance | 94481000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 867 | 42.5% | |
| 1000 | 4 | 0.2% | |
| 1500 | 3 | 0.1% | |
| 14600 | 2 | 0.1% | |
| 30382 | 2 | 0.1% | |
| 30000 | 2 | 0.1% | |
| 2500 | 2 | 0.1% | |
| 25000 | 2 | 0.1% | |
| 2000 | 2 | 0.1% | |
| 1159565 | 2 | 0.1% | |
| Other values (1147) | 1152 | 56.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 867 | 42.5% | |
| 26 | 1 | 0.0% | |
| 44 | 1 | 0.0% | |
| 46 | 1 | 0.0% | |
| 96 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2479604 | 1 | 0.0% | |
| 2812045 | 1 | 0.0% | |
| 3874157 | 1 | 0.0% | |
| 4929625 | 1 | 0.0% | |
| 6333850 | 1 | 0.0% |
LTD_Iss_Gen_Other_NEC
Highly correlated
This variable is highly correlated with LTD_Iss_General and should be ignored for analysis
| Correlation | 0.98179 |
|---|
LTD_Iss_General
Numeric
| Distinct count | 1414 |
|---|---|
| Unique (%) | 69.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 768740 |
|---|---|
| Minimum | 0 |
| Maximum | 30524569 |
| Zeros (%) | 30.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 271590 |
| Q3 | 813130 |
| 95-th percentile | 3188500 |
| Maximum | 30524569 |
| Range | 30524569 |
| Interquartile range | 813130 |
Descriptive statistics
| Standard deviation | 1634300 |
|---|---|
| Coef of variation | 2.126 |
| Kurtosis | 79.767 |
| Mean | 768740 |
| MAD | 855890 |
| Skewness | 6.7898 |
| Sum | 1568228611 |
| Variance | 2671000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 622 | 30.5% | |
| 150000 | 3 | 0.1% | |
| 100000 | 2 | 0.1% | |
| 349162 | 2 | 0.1% | |
| 50000 | 2 | 0.1% | |
| 1913520 | 1 | 0.0% | |
| 860839 | 1 | 0.0% | |
| 59151 | 1 | 0.0% | |
| 885384 | 1 | 0.0% | |
| 1385131 | 1 | 0.0% | |
| Other values (1404) | 1404 | 68.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 622 | 30.5% | |
| 135 | 1 | 0.0% | |
| 205 | 1 | 0.0% | |
| 839 | 1 | 0.0% | |
| 885 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14101086 | 1 | 0.0% | |
| 14562392 | 1 | 0.0% | |
| 15143150 | 1 | 0.0% | |
| 21025420 | 1 | 0.0% | |
| 30524569 | 1 | 0.0% |
LTD_Iss_NG_Elec_Util
Highly correlated
This variable is highly correlated with LTD_Iss_Util_Electric and should be ignored for analysis
| Correlation | 0.99994 |
|---|
LTD_Iss_NG_Elem_Educ
Numeric
| Distinct count | 107 |
|---|---|
| Unique (%) | 5.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6983 |
|---|---|
| Minimum | 0 |
| Maximum | 1008050 |
| Zeros (%) | 94.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4915.2 |
| Maximum | 1008050 |
| Range | 1008050 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 48360 |
|---|---|
| Coef of variation | 6.9254 |
| Kurtosis | 168.38 |
| Mean | 6983 |
| MAD | 13256 |
| Skewness | 11.345 |
| Sum | 14245313 |
| Variance | 2338700000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1934 | 94.8% | |
| 70128 | 1 | 0.0% | |
| 315905 | 1 | 0.0% | |
| 401925 | 1 | 0.0% | |
| 70206 | 1 | 0.0% | |
| 467530 | 1 | 0.0% | |
| 2665 | 1 | 0.0% | |
| 105085 | 1 | 0.0% | |
| 70272 | 1 | 0.0% | |
| 37515 | 1 | 0.0% | |
| Other values (97) | 97 | 4.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1934 | 94.8% | |
| 2000 | 1 | 0.0% | |
| 2498 | 1 | 0.0% | |
| 2665 | 1 | 0.0% | |
| 4795 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 467530 | 1 | 0.0% | |
| 516834 | 1 | 0.0% | |
| 714560 | 1 | 0.0% | |
| 791345 | 1 | 0.0% | |
| 1008050 | 1 | 0.0% |
LTD_Iss_NG_Gas_Util
Highly correlated
This variable is highly correlated with LTD_Iss_Util_Gas_Supply and should be ignored for analysis
| Correlation | 1 |
|---|
LTD_Iss_NG_General
Highly correlated
This variable is highly correlated with Total_LTD_Iss_NG and should be ignored for analysis
| Correlation | 0.96524 |
|---|
LTD_Iss_NG_Other_Educ
Numeric
| Distinct count | 1092 |
|---|---|
| Unique (%) | 53.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 84550 |
|---|---|
| Minimum | 0 |
| Maximum | 3718357 |
| Zeros (%) | 45.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2319.5 |
| Q3 | 57945 |
| 95-th percentile | 408960 |
| Maximum | 3718357 |
| Range | 3718357 |
| Interquartile range | 57945 |
Descriptive statistics
| Standard deviation | 241250 |
|---|---|
| Coef of variation | 2.8533 |
| Kurtosis | 54.858 |
| Mean | 84550 |
| MAD | 116830 |
| Skewness | 6.1931 |
| Sum | 172481180 |
| Variance | 58200000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 931 | 45.6% | |
| 1000 | 4 | 0.2% | |
| 2500 | 3 | 0.1% | |
| 1500 | 3 | 0.1% | |
| 1159565 | 2 | 0.1% | |
| 600 | 2 | 0.1% | |
| 4900 | 2 | 0.1% | |
| 5370 | 2 | 0.1% | |
| 800 | 2 | 0.1% | |
| 84504 | 2 | 0.1% | |
| Other values (1082) | 1087 | 53.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 931 | 45.6% | |
| 26 | 1 | 0.0% | |
| 44 | 1 | 0.0% | |
| 46 | 1 | 0.0% | |
| 96 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1935275 | 1 | 0.0% | |
| 2327487 | 1 | 0.0% | |
| 2479604 | 1 | 0.0% | |
| 2812045 | 1 | 0.0% | |
| 3718357 | 1 | 0.0% |
LTD_Iss_NG_Other_NEC
Numeric
| Distinct count | 1061 |
|---|---|
| Unique (%) | 52.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 175750 |
|---|---|
| Minimum | 0 |
| Maximum | 9322469 |
| Zeros (%) | 46.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 5000 |
| Q3 | 145360 |
| 95-th percentile | 796760 |
| Maximum | 9322469 |
| Range | 9322469 |
| Interquartile range | 145360 |
Descriptive statistics
| Standard deviation | 515450 |
|---|---|
| Coef of variation | 2.9329 |
| Kurtosis | 93.221 |
| Mean | 175750 |
| MAD | 235190 |
| Skewness | 7.9163 |
| Sum | 358526760 |
| Variance | 265690000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 938 | 46.0% | |
| 50000 | 7 | 0.3% | |
| 150000 | 5 | 0.2% | |
| 15000 | 4 | 0.2% | |
| 25000 | 4 | 0.2% | |
| 100000 | 4 | 0.2% | |
| 200000 | 4 | 0.2% | |
| 8000 | 3 | 0.1% | |
| 40000 | 3 | 0.1% | |
| 5000 | 3 | 0.1% | |
| Other values (1051) | 1065 | 52.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 938 | 46.0% | |
| 73 | 1 | 0.0% | |
| 84 | 1 | 0.0% | |
| 111 | 1 | 0.0% | |
| 168 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4258488 | 1 | 0.0% | |
| 5789875 | 1 | 0.0% | |
| 5795660 | 1 | 0.0% | |
| 7375817 | 1 | 0.0% | |
| 9322469 | 1 | 0.0% |
LTD_Iss_NG_Private_Purp
Numeric
| Distinct count | 1079 |
|---|---|
| Unique (%) | 52.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 275560 |
|---|---|
| Minimum | 0 |
| Maximum | 5466637 |
| Zeros (%) | 46.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 50692 |
| Q3 | 301990 |
| 95-th percentile | 1323400 |
| Maximum | 5466637 |
| Range | 5466637 |
| Interquartile range | 301990 |
Descriptive statistics
| Standard deviation | 549850 |
|---|---|
| Coef of variation | 1.9954 |
| Kurtosis | 17.11 |
| Mean | 275560 |
| MAD | 327990 |
| Skewness | 3.6802 |
| Sum | 562132927 |
| Variance | 302330000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 951 | 46.6% | |
| 100000 | 4 | 0.2% | |
| 50000 | 3 | 0.1% | |
| 125000 | 2 | 0.1% | |
| 106100 | 2 | 0.1% | |
| 38000 | 2 | 0.1% | |
| 30000 | 2 | 0.1% | |
| 183329 | 2 | 0.1% | |
| 75000 | 2 | 0.1% | |
| 168465 | 1 | 0.0% | |
| Other values (1069) | 1069 | 52.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 951 | 46.6% | |
| 135 | 1 | 0.0% | |
| 700 | 1 | 0.0% | |
| 978 | 1 | 0.0% | |
| 2428 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3789119 | 1 | 0.0% | |
| 3927886 | 1 | 0.0% | |
| 4192558 | 1 | 0.0% | |
| 4275939 | 1 | 0.0% | |
| 5466637 | 1 | 0.0% |
LTD_Iss_NG_Trans_Util
Highly correlated
This variable is highly correlated with LTD_Iss_Util_Transit and should be ignored for analysis
| Correlation | 0.99998 |
|---|
LTD_Iss_NG_Utility
Highly correlated
This variable is highly correlated with LTD_Iss_Utility and should be ignored for analysis
| Correlation | 0.99876 |
|---|
LTD_Iss_NG_Water_Util
Numeric
| Distinct count | 40 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 413.88 |
|---|---|
| Minimum | 0 |
| Maximum | 167371 |
| Zeros (%) | 98.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 167371 |
| Range | 167371 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4912.6 |
|---|---|
| Coef of variation | 11.87 |
| Kurtosis | 695.88 |
| Mean | 413.88 |
| MAD | 812.03 |
| Skewness | 23.086 |
| Sum | 844308 |
| Variance | 24134000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2001 | 98.1% | |
| 8095 | 1 | 0.0% | |
| 7000 | 1 | 0.0% | |
| 43851 | 1 | 0.0% | |
| 15140 | 1 | 0.0% | |
| 27370 | 1 | 0.0% | |
| 15000 | 1 | 0.0% | |
| 35479 | 1 | 0.0% | |
| 14935 | 1 | 0.0% | |
| 23000 | 1 | 0.0% | |
| Other values (30) | 30 | 1.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2001 | 98.1% | |
| 353 | 1 | 0.0% | |
| 369 | 1 | 0.0% | |
| 1246 | 1 | 0.0% | |
| 1518 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 41845 | 1 | 0.0% | |
| 42650 | 1 | 0.0% | |
| 43851 | 1 | 0.0% | |
| 76643 | 1 | 0.0% | |
| 167371 | 1 | 0.0% |
LTD_Iss_Private_Purp
Numeric
| Distinct count | 1673 |
|---|---|
| Unique (%) | 82.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 560450 |
|---|---|
| Minimum | 0 |
| Maximum | 6528128 |
| Zeros (%) | 17.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 76060 |
| Median | 249130 |
| Q3 | 649850 |
| 95-th percentile | 2347200 |
| Maximum | 6528128 |
| Range | 6528128 |
| Interquartile range | 573790 |
Descriptive statistics
| Standard deviation | 844130 |
|---|---|
| Coef of variation | 1.5062 |
| Kurtosis | 10.179 |
| Mean | 560450 |
| MAD | 554260 |
| Skewness | 2.8675 |
| Sum | 1143311713 |
| Variance | 712560000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 350 | 17.2% | |
| 100000 | 4 | 0.2% | |
| 50000 | 3 | 0.1% | |
| 150000 | 3 | 0.1% | |
| 30000 | 3 | 0.1% | |
| 106100 | 2 | 0.1% | |
| 38000 | 2 | 0.1% | |
| 75000 | 2 | 0.1% | |
| 110000 | 2 | 0.1% | |
| 170000 | 2 | 0.1% | |
| Other values (1663) | 1667 | 81.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 350 | 17.2% | |
| 62 | 1 | 0.0% | |
| 119 | 1 | 0.0% | |
| 135 | 1 | 0.0% | |
| 269 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5547204 | 1 | 0.0% | |
| 5699737 | 1 | 0.0% | |
| 6052198 | 1 | 0.0% | |
| 6238657 | 1 | 0.0% | |
| 6528128 | 1 | 0.0% |
LTD_Iss_Unsp_Elec_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_Unsp_Elem_Educ
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_Unsp_Gas_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_Unsp_General
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_Unsp_Other_Educ
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_Unsp_Other_NEC
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_Unsp_Trans_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_Unsp_Utility
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_Unsp_Water_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Iss_Util_Electric
Numeric
| Distinct count | 74 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 20339 |
|---|---|
| Minimum | 0 |
| Maximum | 11263500 |
| Zeros (%) | 96.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 11263500 |
| Range | 11263500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 272750 |
|---|---|
| Coef of variation | 13.41 |
| Kurtosis | 1421.4 |
| Mean | 20339 |
| MAD | 39296 |
| Skewness | 35.126 |
| Sum | 41492408 |
| Variance | 74394000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1965 | 96.3% | |
| 350000 | 2 | 0.1% | |
| 653480 | 2 | 0.1% | |
| 542220 | 1 | 0.0% | |
| 35375 | 1 | 0.0% | |
| 598 | 1 | 0.0% | |
| 2017881 | 1 | 0.0% | |
| 47710 | 1 | 0.0% | |
| 649835 | 1 | 0.0% | |
| 150130 | 1 | 0.0% | |
| Other values (64) | 64 | 3.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1965 | 96.3% | |
| 598 | 1 | 0.0% | |
| 844 | 1 | 0.0% | |
| 1000 | 1 | 0.0% | |
| 1500 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1334690 | 1 | 0.0% | |
| 1487395 | 1 | 0.0% | |
| 2017881 | 1 | 0.0% | |
| 2033220 | 1 | 0.0% | |
| 11263500 | 1 | 0.0% |
LTD_Iss_Util_Gas_Supply
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0711 |
|---|---|
| Minimum | 0 |
| Maximum | 1209 |
| Zeros (%) | 99.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1209 |
| Range | 1209 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 34.393 |
|---|---|
| Coef of variation | 32.111 |
| Kurtosis | 1063 |
| Mean | 1.0711 |
| MAD | 2.1401 |
| Skewness | 32.449 |
| Sum | 2185 |
| Variance | 1182.9 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2038 | 99.9% | |
| 1209 | 1 | 0.0% | |
| 976 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2038 | 99.9% | |
| 976 | 1 | 0.0% | |
| 1209 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2038 | 99.9% | |
| 976 | 1 | 0.0% | |
| 1209 | 1 | 0.0% |
LTD_Iss_Util_Transit
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13789 |
|---|---|
| Minimum | 0 |
| Maximum | 9800000 |
| Zeros (%) | 98.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9800000 |
| Range | 9800000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 242880 |
|---|---|
| Coef of variation | 17.614 |
| Kurtosis | 1303.2 |
| Mean | 13789 |
| MAD | 27287 |
| Skewness | 33.449 |
| Sum | 28129339 |
| Variance | 58989000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2018 | 98.9% | |
| 541145 | 1 | 0.0% | |
| 864319 | 1 | 0.0% | |
| 821325 | 1 | 0.0% | |
| 491707 | 1 | 0.0% | |
| 1284295 | 1 | 0.0% | |
| 348400 | 1 | 0.0% | |
| 739610 | 1 | 0.0% | |
| 9800000 | 1 | 0.0% | |
| 6567 | 1 | 0.0% | |
| Other values (13) | 13 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2018 | 98.9% | |
| 6567 | 1 | 0.0% | |
| 94180 | 1 | 0.0% | |
| 250292 | 1 | 0.0% | |
| 348400 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1720984 | 1 | 0.0% | |
| 1852231 | 1 | 0.0% | |
| 1932680 | 1 | 0.0% | |
| 2159274 | 1 | 0.0% | |
| 9800000 | 1 | 0.0% |
LTD_Iss_Util_Water
Numeric
| Distinct count | 74 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2058.3 |
|---|---|
| Minimum | 0 |
| Maximum | 583621 |
| Zeros (%) | 96.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 583621 |
| Range | 583621 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 20008 |
|---|---|
| Coef of variation | 9.7209 |
| Kurtosis | 420.36 |
| Mean | 2058.3 |
| MAD | 3967.4 |
| Skewness | 17.918 |
| Sum | 4198891 |
| Variance | 400340000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1964 | 96.3% | |
| 3000 | 2 | 0.1% | |
| 7000 | 2 | 0.1% | |
| 2000 | 2 | 0.1% | |
| 34695 | 1 | 0.0% | |
| 35479 | 1 | 0.0% | |
| 23000 | 1 | 0.0% | |
| 137785 | 1 | 0.0% | |
| 14935 | 1 | 0.0% | |
| 186971 | 1 | 0.0% | |
| Other values (64) | 64 | 3.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1964 | 96.3% | |
| 353 | 1 | 0.0% | |
| 369 | 1 | 0.0% | |
| 1246 | 1 | 0.0% | |
| 2000 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 196177 | 1 | 0.0% | |
| 201013 | 1 | 0.0% | |
| 270758 | 1 | 0.0% | |
| 332216 | 1 | 0.0% | |
| 583621 | 1 | 0.0% |
LTD_Iss_Utility
Numeric
| Distinct count | 157 |
|---|---|
| Unique (%) | 7.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 36188 |
|---|---|
| Minimum | 0 |
| Maximum | 11263500 |
| Zeros (%) | 92.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 35380 |
| Maximum | 11263500 |
| Range | 11263500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 390390 |
|---|---|
| Coef of variation | 10.788 |
| Kurtosis | 587.15 |
| Mean | 36188 |
| MAD | 68089 |
| Skewness | 22.332 |
| Sum | 73822823 |
| Variance | 152400000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1881 | 92.2% | |
| 7000 | 2 | 0.1% | |
| 3000 | 2 | 0.1% | |
| 2000 | 2 | 0.1% | |
| 51236 | 1 | 0.0% | |
| 56000 | 1 | 0.0% | |
| 542220 | 1 | 0.0% | |
| 49821 | 1 | 0.0% | |
| 15000 | 1 | 0.0% | |
| 35479 | 1 | 0.0% | |
| Other values (147) | 147 | 7.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1881 | 92.2% | |
| 353 | 1 | 0.0% | |
| 369 | 1 | 0.0% | |
| 598 | 1 | 0.0% | |
| 844 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2996460 | 1 | 0.0% | |
| 3493964 | 1 | 0.0% | |
| 3738865 | 1 | 0.0% | |
| 10376191 | 1 | 0.0% | |
| 11263500 | 1 | 0.0% |
LTD_Out_All_Other
Highly correlated
This variable is highly correlated with Total_LTD_Out and should be ignored for analysis
| Correlation | 0.98178 |
|---|
LTD_Out_FFC_Elec_Util
Highly correlated
This variable is highly correlated with LTD_Ret_FFC_Elec_Util and should be ignored for analysis
| Correlation | 1 |
|---|
LTD_Out_FFC_Elem_Educ
Highly correlated
This variable is highly correlated with LTD_Out_Gen_Elem_Educ and should be ignored for analysis
| Correlation | 0.97056 |
|---|
LTD_Out_FFC_Gas_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Out_FFC_General
Highly correlated
This variable is highly correlated with Total_LTD_Out_FFC and should be ignored for analysis
| Correlation | 0.99968 |
|---|
LTD_Out_FFC_Other_Educ
Numeric
| Distinct count | 673 |
|---|---|
| Unique (%) | 33.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 88970 |
|---|---|
| Minimum | 0 |
| Maximum | 9308450 |
| Zeros (%) | 66.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 28286 |
| 95-th percentile | 393880 |
| Maximum | 9308450 |
| Range | 9308450 |
| Interquartile range | 28286 |
Descriptive statistics
| Standard deviation | 364470 |
|---|---|
| Coef of variation | 4.0965 |
| Kurtosis | 233.27 |
| Mean | 88970 |
| MAD | 136710 |
| Skewness | 12.05 |
| Sum | 181498494 |
| Variance | 132840000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1355 | 66.4% | |
| 40000 | 3 | 0.1% | |
| 15600 | 3 | 0.1% | |
| 70000 | 3 | 0.1% | |
| 25500 | 2 | 0.1% | |
| 1205 | 2 | 0.1% | |
| 63375 | 2 | 0.1% | |
| 22780 | 2 | 0.1% | |
| 12780 | 2 | 0.1% | |
| 66500 | 2 | 0.1% | |
| Other values (663) | 664 | 32.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1355 | 66.4% | |
| 42 | 1 | 0.0% | |
| 65 | 1 | 0.0% | |
| 95 | 1 | 0.0% | |
| 130 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2946050 | 1 | 0.0% | |
| 3668690 | 1 | 0.0% | |
| 3941475 | 1 | 0.0% | |
| 4825450 | 1 | 0.0% | |
| 9308450 | 1 | 0.0% |
LTD_Out_FFC_Other_NEC
Highly correlated
This variable is highly correlated with LTD_Out_FFC_General and should be ignored for analysis
| Correlation | 0.94178 |
|---|
LTD_Out_FFC_Trans_Util
Highly correlated
This variable is highly correlated with LTD_Ret_FFC_Trans_Util and should be ignored for analysis
| Correlation | 0.93867 |
|---|
LTD_Out_FFC_Utility
Numeric
| Distinct count | 97 |
|---|---|
| Unique (%) | 4.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11810 |
|---|---|
| Minimum | 0 |
| Maximum | 1411993 |
| Zeros (%) | 95.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1411993 |
| Range | 1411993 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 78413 |
|---|---|
| Coef of variation | 6.6395 |
| Kurtosis | 126.4 |
| Mean | 11810 |
| MAD | 22527 |
| Skewness | 10.091 |
| Sum | 24092402 |
| Variance | 6148600000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1944 | 95.3% | |
| 68635 | 1 | 0.0% | |
| 719480 | 1 | 0.0% | |
| 8850 | 1 | 0.0% | |
| 15000 | 1 | 0.0% | |
| 123550 | 1 | 0.0% | |
| 131755 | 1 | 0.0% | |
| 41656 | 1 | 0.0% | |
| 699105 | 1 | 0.0% | |
| 68340 | 1 | 0.0% | |
| Other values (87) | 87 | 4.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1944 | 95.3% | |
| 1875 | 1 | 0.0% | |
| 7250 | 1 | 0.0% | |
| 8850 | 1 | 0.0% | |
| 10000 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 735310 | 1 | 0.0% | |
| 803589 | 1 | 0.0% | |
| 1121250 | 1 | 0.0% | |
| 1227218 | 1 | 0.0% | |
| 1411993 | 1 | 0.0% |
LTD_Out_FFC_Water_Util
Highly correlated
This variable is highly correlated with LTD_Out_Util_Water and should be ignored for analysis
| Correlation | 0.94534 |
|---|
LTD_Out_Gen_Elem_Educ
Numeric
| Distinct count | 412 |
|---|---|
| Unique (%) | 20.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 129070 |
|---|---|
| Minimum | 0 |
| Maximum | 14832411 |
| Zeros (%) | 79.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 582130 |
| Maximum | 14832411 |
| Range | 14832411 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 781950 |
|---|---|
| Coef of variation | 6.0584 |
| Kurtosis | 200.32 |
| Mean | 129070 |
| MAD | 219830 |
| Skewness | 12.945 |
| Sum | 263301165 |
| Variance | 611450000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1621 | 79.5% | |
| 533854 | 3 | 0.1% | |
| 12000 | 2 | 0.1% | |
| 1480 | 2 | 0.1% | |
| 55135 | 2 | 0.1% | |
| 146000 | 2 | 0.1% | |
| 4000 | 2 | 0.1% | |
| 75550 | 2 | 0.1% | |
| 19140 | 1 | 0.0% | |
| 670 | 1 | 0.0% | |
| Other values (402) | 402 | 19.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1621 | 79.5% | |
| 100 | 1 | 0.0% | |
| 200 | 1 | 0.0% | |
| 260 | 1 | 0.0% | |
| 385 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9360085 | 1 | 0.0% | |
| 11897965 | 1 | 0.0% | |
| 13538377 | 1 | 0.0% | |
| 14114735 | 1 | 0.0% | |
| 14832411 | 1 | 0.0% |
LTD_Out_Gen_Other_Educ
Numeric
| Distinct count | 1379 |
|---|---|
| Unique (%) | 67.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 562840 |
|---|---|
| Minimum | 0 |
| Maximum | 15417053 |
| Zeros (%) | 32.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 112500 |
| Q3 | 491750 |
| 95-th percentile | 2493500 |
| Maximum | 15417053 |
| Range | 15417053 |
| Interquartile range | 491750 |
Descriptive statistics
| Standard deviation | 1351100 |
|---|---|
| Coef of variation | 2.4005 |
| Kurtosis | 25.778 |
| Mean | 562840 |
| MAD | 698720 |
| Skewness | 4.6229 |
| Sum | 1148202949 |
| Variance | 1825600000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 658 | 32.3% | |
| 44014 | 2 | 0.1% | |
| 192800 | 2 | 0.1% | |
| 123390 | 2 | 0.1% | |
| 38472 | 2 | 0.1% | |
| 580239 | 1 | 0.0% | |
| 297657 | 1 | 0.0% | |
| 541371 | 1 | 0.0% | |
| 219836 | 1 | 0.0% | |
| 406205 | 1 | 0.0% | |
| Other values (1369) | 1369 | 67.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 658 | 32.3% | |
| 125 | 1 | 0.0% | |
| 450 | 1 | 0.0% | |
| 821 | 1 | 0.0% | |
| 1344 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9264994 | 1 | 0.0% | |
| 9948485 | 1 | 0.0% | |
| 10226059 | 1 | 0.0% | |
| 10709448 | 1 | 0.0% | |
| 15417053 | 1 | 0.0% |
LTD_Out_Gen_Other_NEC
Highly correlated
This variable is highly correlated with LTD_Out_General and should be ignored for analysis
| Correlation | 0.98874 |
|---|
LTD_Out_General
Highly correlated
This variable is highly correlated with LTD_Iss_General and should be ignored for analysis
| Correlation | 0.90749 |
|---|
LTD_Out_NG_Elec_Util
Highly correlated
This variable is highly correlated with LTD_Out_Util_Electric and should be ignored for analysis
| Correlation | 1 |
|---|
LTD_Out_NG_Elem_Educ
Numeric
| Distinct count | 164 |
|---|---|
| Unique (%) | 8.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 33642 |
|---|---|
| Minimum | 0 |
| Maximum | 2478776 |
| Zeros (%) | 91.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 129390 |
| Maximum | 2478776 |
| Range | 2478776 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 188380 |
|---|---|
| Coef of variation | 5.5996 |
| Kurtosis | 73.077 |
| Mean | 33642 |
| MAD | 62517 |
| Skewness | 7.9619 |
| Sum | 68629090 |
| Variance | 35487000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1873 | 91.8% | |
| 75550 | 2 | 0.1% | |
| 331040 | 2 | 0.1% | |
| 55135 | 2 | 0.1% | |
| 1480 | 2 | 0.1% | |
| 256500 | 1 | 0.0% | |
| 49700 | 1 | 0.0% | |
| 4805 | 1 | 0.0% | |
| 2478776 | 1 | 0.0% | |
| 1819295 | 1 | 0.0% | |
| Other values (154) | 154 | 7.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1873 | 91.8% | |
| 260 | 1 | 0.0% | |
| 385 | 1 | 0.0% | |
| 460 | 1 | 0.0% | |
| 735 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1938590 | 1 | 0.0% | |
| 2102470 | 1 | 0.0% | |
| 2266589 | 1 | 0.0% | |
| 2302357 | 1 | 0.0% | |
| 2478776 | 1 | 0.0% |
LTD_Out_NG_Gas_Util
Highly correlated
This variable is highly correlated with LTD_Out_Util_Gas_Supply and should be ignored for analysis
| Correlation | 1 |
|---|
LTD_Out_NG_General
Highly correlated
This variable is highly correlated with Tot_LTD_Out_NG and should be ignored for analysis
| Correlation | 0.99273 |
|---|
LTD_Out_NG_Other_Educ
Highly correlated
This variable is highly correlated with LTD_Out_Gen_Other_Educ and should be ignored for analysis
| Correlation | 0.9654 |
|---|
LTD_Out_NG_Other_NEC
Highly correlated
This variable is highly correlated with Tot_LTD_Out_NG and should be ignored for analysis
| Correlation | 0.91359 |
|---|
LTD_Out_NG_Private_Purp
Highly correlated
This variable is highly correlated with LTD_Out_NG_General and should be ignored for analysis
| Correlation | 0.92287 |
|---|
LTD_Out_NG_Trans_Util
Highly correlated
This variable is highly correlated with LTD_Out_NG_Utility and should be ignored for analysis
| Correlation | 0.90122 |
|---|
LTD_Out_NG_Utility
Highly correlated
This variable is highly correlated with LTD_Out_Util_Transit and should be ignored for analysis
| Correlation | 0.9045 |
|---|
LTD_Out_NG_Water_Util
Numeric
| Distinct count | 105 |
|---|---|
| Unique (%) | 5.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4017 |
|---|---|
| Minimum | 0 |
| Maximum | 243671 |
| Zeros (%) | 94.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 324.25 |
| Maximum | 243671 |
| Range | 243671 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 23842 |
|---|---|
| Coef of variation | 5.9353 |
| Kurtosis | 45.883 |
| Mean | 4017 |
| MAD | 7679.4 |
| Skewness | 6.671 |
| Sum | 8194607 |
| Variance | 568430000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1933 | 94.8% | |
| 184820 | 2 | 0.1% | |
| 1091 | 2 | 0.1% | |
| 308 | 2 | 0.1% | |
| 127509 | 1 | 0.0% | |
| 113040 | 1 | 0.0% | |
| 2519 | 1 | 0.0% | |
| 147928 | 1 | 0.0% | |
| 192991 | 1 | 0.0% | |
| 517 | 1 | 0.0% | |
| Other values (95) | 95 | 4.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1933 | 94.8% | |
| 308 | 2 | 0.1% | |
| 314 | 1 | 0.0% | |
| 319 | 1 | 0.0% | |
| 324 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 197387 | 1 | 0.0% | |
| 198207 | 1 | 0.0% | |
| 201271 | 1 | 0.0% | |
| 213356 | 1 | 0.0% | |
| 243671 | 1 | 0.0% |
LTD_Out_Private_Purp
Highly correlated
This variable is highly correlated with Interest_on_Gen_Debt and should be ignored for analysis
| Correlation | 0.90635 |
|---|
LTD_Out_Util_Electric
Numeric
| Distinct count | 126 |
|---|---|
| Unique (%) | 6.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 106060 |
|---|---|
| Minimum | 0 |
| Maximum | 11263500 |
| Zeros (%) | 93.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 200000 |
| Maximum | 11263500 |
| Range | 11263500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 638430 |
|---|---|
| Coef of variation | 6.0197 |
| Kurtosis | 142.9 |
| Mean | 106060 |
| MAD | 199060 |
| Skewness | 10.41 |
| Sum | 216355762 |
| Variance | 407600000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1905 | 93.4% | |
| 68945 | 6 | 0.3% | |
| 81410 | 2 | 0.1% | |
| 453604 | 2 | 0.1% | |
| 200000 | 2 | 0.1% | |
| 3462430 | 2 | 0.1% | |
| 98425 | 2 | 0.1% | |
| 2409212 | 1 | 0.0% | |
| 2237206 | 1 | 0.0% | |
| 495000 | 1 | 0.0% | |
| Other values (116) | 116 | 5.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1905 | 93.4% | |
| 10550 | 1 | 0.0% | |
| 27010 | 1 | 0.0% | |
| 31420 | 1 | 0.0% | |
| 40403 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8189222 | 1 | 0.0% | |
| 8803796 | 1 | 0.0% | |
| 9199598 | 1 | 0.0% | |
| 11083500 | 1 | 0.0% | |
| 11263500 | 1 | 0.0% |
LTD_Out_Util_Gas_Supply
Highly correlated
This variable is highly correlated with Gas_Util_Inter_Exp and should be ignored for analysis
| Correlation | 0.97812 |
|---|
LTD_Out_Util_Transit
Highly correlated
This variable is highly correlated with Total_LTD_Out_Utility and should be ignored for analysis
| Correlation | 0.90674 |
|---|
LTD_Out_Util_Water
Numeric
| Distinct count | 142 |
|---|---|
| Unique (%) | 7.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11098 |
|---|---|
| Minimum | 0 |
| Maximum | 1411993 |
| Zeros (%) | 93.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 19131 |
| Maximum | 1411993 |
| Range | 1411993 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 70930 |
|---|---|
| Coef of variation | 6.391 |
| Kurtosis | 166.69 |
| Mean | 11098 |
| MAD | 20912 |
| Skewness | 11.233 |
| Sum | 22640828 |
| Variance | 5031100000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1897 | 93.0% | |
| 308 | 2 | 0.1% | |
| 1091 | 2 | 0.1% | |
| 719480 | 1 | 0.0% | |
| 342644 | 1 | 0.0% | |
| 623 | 1 | 0.0% | |
| 603 | 1 | 0.0% | |
| 588 | 1 | 0.0% | |
| 197176 | 1 | 0.0% | |
| 555 | 1 | 0.0% | |
| Other values (132) | 132 | 6.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1897 | 93.0% | |
| 308 | 2 | 0.1% | |
| 314 | 1 | 0.0% | |
| 319 | 1 | 0.0% | |
| 324 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 719480 | 1 | 0.0% | |
| 803589 | 1 | 0.0% | |
| 1121250 | 1 | 0.0% | |
| 1227218 | 1 | 0.0% | |
| 1411993 | 1 | 0.0% |
LTD_Ret_All_Other
Highly correlated
This variable is highly correlated with Total_LTD_Retired and should be ignored for analysis
| Correlation | 0.95631 |
|---|
LTD_Ret_FFC_Elec_Util
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.42647 |
|---|
| 0 | |
|---|---|
| 870 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2039 | 100.0% | |
| 870 | 1 | 0.0% |
LTD_Ret_FFC_Elem_Educ
Numeric
| Distinct count | 220 |
|---|---|
| Unique (%) | 10.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7410.9 |
|---|---|
| Minimum | 0 |
| Maximum | 1106614 |
| Zeros (%) | 86.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 15996 |
| Maximum | 1106614 |
| Range | 1106614 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 53915 |
|---|---|
| Coef of variation | 7.2751 |
| Kurtosis | 226.58 |
| Mean | 7410.9 |
| MAD | 13192 |
| Skewness | 13.807 |
| Sum | 15118221 |
| Variance | 2906800000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1759 | 86.2% | |
| 8000 | 18 | 0.9% | |
| 250 | 15 | 0.7% | |
| 4000 | 6 | 0.3% | |
| 2000 | 5 | 0.2% | |
| 22045 | 5 | 0.2% | |
| 7000 | 4 | 0.2% | |
| 31045 | 3 | 0.1% | |
| 47467 | 3 | 0.1% | |
| 2500 | 2 | 0.1% | |
| Other values (210) | 220 | 10.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1759 | 86.2% | |
| 100 | 2 | 0.1% | |
| 190 | 2 | 0.1% | |
| 250 | 15 | 0.7% | |
| 355 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 587975 | 1 | 0.0% | |
| 881935 | 1 | 0.0% | |
| 946820 | 1 | 0.0% | |
| 955069 | 1 | 0.0% | |
| 1106614 | 1 | 0.0% |
LTD_Ret_FFC_Gas_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_FFC_General
Highly correlated
This variable is highly correlated with Total_LTD_Ret_FFC and should be ignored for analysis
| Correlation | 0.99966 |
|---|
LTD_Ret_FFC_Other_Educ
Numeric
| Distinct count | 588 |
|---|---|
| Unique (%) | 28.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8101.4 |
|---|---|
| Minimum | 0 |
| Maximum | 535450 |
| Zeros (%) | 66.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3783.2 |
| 95-th percentile | 38606 |
| Maximum | 535450 |
| Range | 535450 |
| Interquartile range | 3783.2 |
Descriptive statistics
| Standard deviation | 32885 |
|---|---|
| Coef of variation | 4.0592 |
| Kurtosis | 101.74 |
| Mean | 8101.4 |
| MAD | 12319 |
| Skewness | 8.9026 |
| Sum | 16526766 |
| Variance | 1081400000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1359 | 66.6% | |
| 5800 | 14 | 0.7% | |
| 9405 | 5 | 0.2% | |
| 10929 | 4 | 0.2% | |
| 7672 | 4 | 0.2% | |
| 22200 | 4 | 0.2% | |
| 5000 | 4 | 0.2% | |
| 9700 | 3 | 0.1% | |
| 1330 | 3 | 0.1% | |
| 400 | 3 | 0.1% | |
| Other values (578) | 637 | 31.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1359 | 66.6% | |
| 35 | 1 | 0.0% | |
| 40 | 2 | 0.1% | |
| 42 | 1 | 0.0% | |
| 53 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 297833 | 1 | 0.0% | |
| 437960 | 1 | 0.0% | |
| 453600 | 1 | 0.0% | |
| 468090 | 1 | 0.0% | |
| 535450 | 1 | 0.0% |
LTD_Ret_FFC_Other_NEC
Highly correlated
This variable is highly correlated with LTD_Ret_FFC_General and should be ignored for analysis
| Correlation | 0.98933 |
|---|
LTD_Ret_FFC_Trans_Util
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 389.54 |
|---|---|
| Minimum | 0 |
| Maximum | 45145 |
| Zeros (%) | 98.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 45145 |
| Range | 45145 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3834.9 |
|---|---|
| Coef of variation | 9.8448 |
| Kurtosis | 95.279 |
| Mean | 389.54 |
| MAD | 771.03 |
| Skewness | 9.8217 |
| Sum | 794656 |
| Variance | 14707000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2014 | 98.7% | |
| 5 | 5 | 0.2% | |
| 36030 | 2 | 0.1% | |
| 35625 | 1 | 0.0% | |
| 45145 | 1 | 0.0% | |
| 37040 | 1 | 0.0% | |
| 41275 | 1 | 0.0% | |
| 29000 | 1 | 0.0% | |
| 37347 | 1 | 0.0% | |
| 37501 | 1 | 0.0% | |
| Other values (12) | 12 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2014 | 98.7% | |
| 5 | 5 | 0.2% | |
| 29000 | 1 | 0.0% | |
| 34034 | 1 | 0.0% | |
| 35625 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40405 | 1 | 0.0% | |
| 41275 | 1 | 0.0% | |
| 42205 | 1 | 0.0% | |
| 42782 | 1 | 0.0% | |
| 45145 | 1 | 0.0% |
LTD_Ret_FFC_Utility
Highly correlated
This variable is highly correlated with LTD_Ret_Util_Water and should be ignored for analysis
| Correlation | 0.93305 |
|---|
LTD_Ret_FFC_Water_Util
Highly correlated
This variable is highly correlated with LTD_Ret_FFC_Utility and should be ignored for analysis
| Correlation | 0.95517 |
|---|
LTD_Ret_Gen_Elem_Educ
Numeric
| Distinct count | 375 |
|---|---|
| Unique (%) | 18.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11747 |
|---|---|
| Minimum | 0 |
| Maximum | 1106614 |
| Zeros (%) | 79.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 56290 |
| Maximum | 1106614 |
| Range | 1106614 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 60544 |
|---|---|
| Coef of variation | 5.154 |
| Kurtosis | 145.33 |
| Mean | 11747 |
| MAD | 19842 |
| Skewness | 10.651 |
| Sum | 23964100 |
| Variance | 3665600000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1627 | 79.8% | |
| 8000 | 10 | 0.5% | |
| 22045 | 5 | 0.2% | |
| 4000 | 4 | 0.2% | |
| 7000 | 4 | 0.2% | |
| 2000 | 3 | 0.1% | |
| 31045 | 3 | 0.1% | |
| 47467 | 3 | 0.1% | |
| 2500 | 2 | 0.1% | |
| 405 | 2 | 0.1% | |
| Other values (365) | 377 | 18.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1627 | 79.8% | |
| 100 | 2 | 0.1% | |
| 190 | 2 | 0.1% | |
| 200 | 1 | 0.0% | |
| 249 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 587975 | 1 | 0.0% | |
| 881935 | 1 | 0.0% | |
| 946820 | 1 | 0.0% | |
| 955069 | 1 | 0.0% | |
| 1106614 | 1 | 0.0% |
LTD_Ret_Gen_Other_Educ
Numeric
| Distinct count | 1364 |
|---|---|
| Unique (%) | 66.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 53412 |
|---|---|
| Minimum | 0 |
| Maximum | 2086008 |
| Zeros (%) | 32.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 6787 |
| Q3 | 38674 |
| 95-th percentile | 238820 |
| Maximum | 2086008 |
| Range | 2086008 |
| Interquartile range | 38674 |
Descriptive statistics
| Standard deviation | 153480 |
|---|---|
| Coef of variation | 2.8735 |
| Kurtosis | 58.622 |
| Mean | 53412 |
| MAD | 70361 |
| Skewness | 6.6444 |
| Sum | 108959993 |
| Variance | 23556000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 657 | 32.2% | |
| 34766 | 2 | 0.1% | |
| 102 | 2 | 0.1% | |
| 10050 | 2 | 0.1% | |
| 905 | 2 | 0.1% | |
| 2618 | 2 | 0.1% | |
| 4865 | 2 | 0.1% | |
| 2317 | 2 | 0.1% | |
| 733 | 2 | 0.1% | |
| 12833 | 2 | 0.1% | |
| Other values (1354) | 1365 | 66.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 657 | 32.2% | |
| 93 | 1 | 0.0% | |
| 94 | 1 | 0.0% | |
| 100 | 1 | 0.0% | |
| 102 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1367516 | 1 | 0.0% | |
| 1599993 | 1 | 0.0% | |
| 1626245 | 1 | 0.0% | |
| 2059950 | 1 | 0.0% | |
| 2086008 | 1 | 0.0% |
LTD_Ret_Gen_Other_NEC
Highly correlated
This variable is highly correlated with LTD_Ret_General and should be ignored for analysis
| Correlation | 0.98897 |
|---|
LTD_Ret_General
Highly correlated
This variable is highly correlated with LTD_Iss_Gen_Other_NEC and should be ignored for analysis
| Correlation | 0.91021 |
|---|
LTD_Ret_NG_Elec_Util
Highly correlated
This variable is highly correlated with LTD_Ret_Util_Electric and should be ignored for analysis
| Correlation | 1 |
|---|
LTD_Ret_NG_Elem_Educ
Numeric
| Distinct count | 157 |
|---|---|
| Unique (%) | 7.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4336.2 |
|---|---|
| Minimum | 0 |
| Maximum | 538141 |
| Zeros (%) | 92.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 14694 |
| Maximum | 538141 |
| Range | 538141 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 28656 |
|---|---|
| Coef of variation | 6.6085 |
| Kurtosis | 141.99 |
| Mean | 4336.2 |
| MAD | 8101.7 |
| Skewness | 10.824 |
| Sum | 8845879 |
| Variance | 821170000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1880 | 92.2% | |
| 17250 | 2 | 0.1% | |
| 430 | 2 | 0.1% | |
| 7765 | 2 | 0.1% | |
| 683 | 2 | 0.1% | |
| 51737 | 1 | 0.0% | |
| 601 | 1 | 0.0% | |
| 35405 | 1 | 0.0% | |
| 586 | 1 | 0.0% | |
| 37015 | 1 | 0.0% | |
| Other values (147) | 147 | 7.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1880 | 92.2% | |
| 200 | 1 | 0.0% | |
| 249 | 1 | 0.0% | |
| 260 | 1 | 0.0% | |
| 275 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 344049 | 1 | 0.0% | |
| 364540 | 1 | 0.0% | |
| 370189 | 1 | 0.0% | |
| 420301 | 1 | 0.0% | |
| 538141 | 1 | 0.0% |
LTD_Ret_NG_Gas_Util
Highly correlated
This variable is highly correlated with LTD_Ret_Util_Gas_Supply and should be ignored for analysis
| Correlation | 1 |
|---|
LTD_Ret_NG_General
Highly correlated
This variable is highly correlated with Total_LTD_Ret_NG and should be ignored for analysis
| Correlation | 0.96543 |
|---|
LTD_Ret_NG_Other_Educ
Highly correlated
This variable is highly correlated with LTD_Ret_Gen_Other_Educ and should be ignored for analysis
| Correlation | 0.97727 |
|---|
LTD_Ret_NG_Other_NEC
Numeric
| Distinct count | 1336 |
|---|---|
| Unique (%) | 65.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 89537 |
|---|---|
| Minimum | 0 |
| Maximum | 5637637 |
| Zeros (%) | 33.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7545 |
| Q3 | 52460 |
| 95-th percentile | 463210 |
| Maximum | 5637637 |
| Range | 5637637 |
| Interquartile range | 52460 |
Descriptive statistics
| Standard deviation | 285120 |
|---|---|
| Coef of variation | 3.1843 |
| Kurtosis | 119.22 |
| Mean | 89537 |
| MAD | 124100 |
| Skewness | 8.7501 |
| Sum | 182654908 |
| Variance | 81291000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 673 | 33.0% | |
| 300 | 6 | 0.3% | |
| 1000 | 5 | 0.2% | |
| 31 | 3 | 0.1% | |
| 4728 | 2 | 0.1% | |
| 7822 | 2 | 0.1% | |
| 40 | 2 | 0.1% | |
| 25 | 2 | 0.1% | |
| 50 | 2 | 0.1% | |
| 555 | 2 | 0.1% | |
| Other values (1326) | 1341 | 65.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 673 | 33.0% | |
| 25 | 2 | 0.1% | |
| 26 | 1 | 0.0% | |
| 30 | 1 | 0.0% | |
| 31 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2474592 | 1 | 0.0% | |
| 2617811 | 1 | 0.0% | |
| 2666353 | 1 | 0.0% | |
| 4627486 | 1 | 0.0% | |
| 5637637 | 1 | 0.0% |
LTD_Ret_NG_Private_Purp
Numeric
| Distinct count | 1117 |
|---|---|
| Unique (%) | 54.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 188760 |
|---|---|
| Minimum | 0 |
| Maximum | 6421230 |
| Zeros (%) | 45.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 17950 |
| Q3 | 202640 |
| 95-th percentile | 867720 |
| Maximum | 6421230 |
| Range | 6421230 |
| Interquartile range | 202640 |
Descriptive statistics
| Standard deviation | 436050 |
|---|---|
| Coef of variation | 2.31 |
| Kurtosis | 59.521 |
| Mean | 188760 |
| MAD | 232320 |
| Skewness | 6.0789 |
| Sum | 385076938 |
| Variance | 190140000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 917 | 45.0% | |
| 8339 | 2 | 0.1% | |
| 160834 | 2 | 0.1% | |
| 249923 | 2 | 0.1% | |
| 9064 | 2 | 0.1% | |
| 2588 | 2 | 0.1% | |
| 41897 | 2 | 0.1% | |
| 10865 | 2 | 0.1% | |
| 33440 | 1 | 0.0% | |
| 479905 | 1 | 0.0% | |
| Other values (1107) | 1107 | 54.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 917 | 45.0% | |
| 25 | 1 | 0.0% | |
| 55 | 1 | 0.0% | |
| 110 | 1 | 0.0% | |
| 172 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3290631 | 1 | 0.0% | |
| 3324357 | 1 | 0.0% | |
| 5540206 | 1 | 0.0% | |
| 6317471 | 1 | 0.0% | |
| 6421230 | 1 | 0.0% |
LTD_Ret_NG_Trans_Util
Highly correlated
This variable is highly correlated with LTD_Ret_NG_Utility and should be ignored for analysis
| Correlation | 0.91073 |
|---|
LTD_Ret_NG_Utility
Highly correlated
This variable is highly correlated with LTD_Ret_Util_Transit and should be ignored for analysis
| Correlation | 0.91478 |
|---|
LTD_Ret_NG_Water_Util
Numeric
| Distinct count | 88 |
|---|---|
| Unique (%) | 4.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 232.37 |
|---|---|
| Minimum | 0 |
| Maximum | 72612 |
| Zeros (%) | 94.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.05 |
| Maximum | 72612 |
| Range | 72612 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2718 |
|---|---|
| Coef of variation | 11.697 |
| Kurtosis | 465.26 |
| Mean | 232.37 |
| MAD | 444.42 |
| Skewness | 20.161 |
| Sum | 474044 |
| Variance | 7387700 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1936 | 94.9% | |
| 476 | 7 | 0.3% | |
| 5 | 6 | 0.3% | |
| 200 | 4 | 0.2% | |
| 250 | 2 | 0.1% | |
| 1113 | 2 | 0.1% | |
| 4 | 2 | 0.1% | |
| 33 | 1 | 0.0% | |
| 4530 | 1 | 0.0% | |
| 2380 | 1 | 0.0% | |
| Other values (78) | 78 | 3.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1936 | 94.9% | |
| 4 | 2 | 0.1% | |
| 5 | 6 | 0.3% | |
| 20 | 1 | 0.0% | |
| 33 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 26685 | 1 | 0.0% | |
| 26795 | 1 | 0.0% | |
| 45250 | 1 | 0.0% | |
| 66078 | 1 | 0.0% | |
| 72612 | 1 | 0.0% |
LTD_Ret_Private_Purp
Numeric
| Distinct count | 1727 |
|---|---|
| Unique (%) | 84.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 445370 |
|---|---|
| Minimum | 0 |
| Maximum | 6962798 |
| Zeros (%) | 15.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 42464 |
| Median | 192640 |
| Q3 | 503170 |
| 95-th percentile | 1831200 |
| Maximum | 6962798 |
| Range | 6962798 |
| Interquartile range | 460700 |
Descriptive statistics
| Standard deviation | 752080 |
|---|---|
| Coef of variation | 1.6887 |
| Kurtosis | 20.937 |
| Mean | 445370 |
| MAD | 453650 |
| Skewness | 3.8903 |
| Sum | 908550966 |
| Variance | 565620000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 306 | 15.0% | |
| 95491 | 2 | 0.1% | |
| 41897 | 2 | 0.1% | |
| 249923 | 2 | 0.1% | |
| 2588 | 2 | 0.1% | |
| 160834 | 2 | 0.1% | |
| 8339 | 2 | 0.1% | |
| 10865 | 2 | 0.1% | |
| 9064 | 2 | 0.1% | |
| 585077 | 1 | 0.0% | |
| Other values (1717) | 1717 | 84.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 306 | 15.0% | |
| 25 | 1 | 0.0% | |
| 55 | 1 | 0.0% | |
| 110 | 1 | 0.0% | |
| 172 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6317471 | 1 | 0.0% | |
| 6421230 | 1 | 0.0% | |
| 6672841 | 1 | 0.0% | |
| 6685834 | 1 | 0.0% | |
| 6962798 | 1 | 0.0% |
LTD_Ret_Unsp_Elec_Utili
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_Unsp_Elem_Educ
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_Unsp_Gas_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_Unsp_General
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_Unsp_Other_Educ
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_Unsp_Other_NEC
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_Unsp_Trans_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_Unsp_Utility
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_Unsp_Water_Util
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
LTD_Ret_Util_Electric
Numeric
| Distinct count | 121 |
|---|---|
| Unique (%) | 5.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13834 |
|---|---|
| Minimum | 0 |
| Maximum | 2088806 |
| Zeros (%) | 94.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2488.3 |
| Maximum | 2088806 |
| Range | 2088806 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 112790 |
|---|---|
| Coef of variation | 8.1533 |
| Kurtosis | 194.71 |
| Mean | 13834 |
| MAD | 26393 |
| Skewness | 12.811 |
| Sum | 28220779 |
| Variance | 12722000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1918 | 94.0% | |
| 6085 | 2 | 0.1% | |
| 1450 | 2 | 0.1% | |
| 203390 | 1 | 0.0% | |
| 4543 | 1 | 0.0% | |
| 86465 | 1 | 0.0% | |
| 96715 | 1 | 0.0% | |
| 2986 | 1 | 0.0% | |
| 4573 | 1 | 0.0% | |
| 68082 | 1 | 0.0% | |
| Other values (111) | 111 | 5.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1918 | 94.0% | |
| 870 | 1 | 0.0% | |
| 1115 | 1 | 0.0% | |
| 1120 | 1 | 0.0% | |
| 1195 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1311617 | 1 | 0.0% | |
| 1596550 | 1 | 0.0% | |
| 1950630 | 1 | 0.0% | |
| 2079688 | 1 | 0.0% | |
| 2088806 | 1 | 0.0% |
LTD_Ret_Util_Gas_Supply
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.9569 |
|---|---|
| Minimum | 0 |
| Maximum | 670 |
| Zeros (%) | 99.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 670 |
| Range | 670 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 27.998 |
|---|---|
| Coef of variation | 14.308 |
| Kurtosis | 332.61 |
| Mean | 1.9569 |
| MAD | 3.883 |
| Skewness | 17.378 |
| Sum | 3992 |
| Variance | 783.91 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2024 | 99.2% | |
| 190 | 1 | 0.0% | |
| 18 | 1 | 0.0% | |
| 20 | 1 | 0.0% | |
| 21 | 1 | 0.0% | |
| 66 | 1 | 0.0% | |
| 124 | 1 | 0.0% | |
| 167 | 1 | 0.0% | |
| 670 | 1 | 0.0% | |
| 534 | 1 | 0.0% | |
| Other values (7) | 7 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2024 | 99.2% | |
| 18 | 1 | 0.0% | |
| 20 | 1 | 0.0% | |
| 21 | 1 | 0.0% | |
| 66 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 355 | 1 | 0.0% | |
| 490 | 1 | 0.0% | |
| 492 | 1 | 0.0% | |
| 534 | 1 | 0.0% | |
| 670 | 1 | 0.0% |
LTD_Ret_Util_Transit
Highly correlated
This variable is highly correlated with LTD_Ret_Utility and should be ignored for analysis
| Correlation | 0.91197 |
|---|
LTD_Ret_Util_Water
Numeric
| Distinct count | 128 |
|---|---|
| Unique (%) | 6.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1149.9 |
|---|---|
| Minimum | 0 |
| Maximum | 477653 |
| Zeros (%) | 93.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1028.1 |
| Maximum | 477653 |
| Range | 477653 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 12835 |
|---|---|
| Coef of variation | 11.162 |
| Kurtosis | 948.96 |
| Mean | 1149.9 |
| MAD | 2173.8 |
| Skewness | 27.317 |
| Sum | 2345750 |
| Variance | 164730000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1898 | 93.0% | |
| 476 | 7 | 0.3% | |
| 5 | 6 | 0.3% | |
| 200 | 2 | 0.1% | |
| 4 | 2 | 0.1% | |
| 219 | 2 | 0.1% | |
| 1113 | 2 | 0.1% | |
| 4530 | 1 | 0.0% | |
| 445 | 1 | 0.0% | |
| 66078 | 1 | 0.0% | |
| Other values (118) | 118 | 5.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1898 | 93.0% | |
| 4 | 2 | 0.1% | |
| 5 | 6 | 0.3% | |
| 20 | 1 | 0.0% | |
| 33 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 111151 | 1 | 0.0% | |
| 113813 | 1 | 0.0% | |
| 118505 | 1 | 0.0% | |
| 129774 | 1 | 0.0% | |
| 477653 | 1 | 0.0% |
LTD_Ret_Utility
Highly correlated
This variable is highly correlated with LTD_Iss_NG_Trans_Util and should be ignored for analysis
| Correlation | 0.93341 |
|---|
Libraries_Cap_Outlay
Numeric
| Distinct count | 741 |
|---|---|
| Unique (%) | 36.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 608.4 |
|---|---|
| Minimum | 0 |
| Maximum | 68850 |
| Zeros (%) | 11.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 22 |
| Median | 105 |
| Q3 | 352.5 |
| 95-th percentile | 2264.4 |
| Maximum | 68850 |
| Range | 68850 |
| Interquartile range | 330.5 |
Descriptive statistics
| Standard deviation | 2628.7 |
|---|---|
| Coef of variation | 4.3206 |
| Kurtosis | 290 |
| Mean | 608.4 |
| MAD | 807.67 |
| Skewness | 14.381 |
| Sum | 1241137 |
| Variance | 6910000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 232 | 11.4% | |
| 10 | 19 | 0.9% | |
| 14 | 18 | 0.9% | |
| 2 | 16 | 0.8% | |
| 4 | 16 | 0.8% | |
| 6 | 16 | 0.8% | |
| 8 | 15 | 0.7% | |
| 9 | 15 | 0.7% | |
| 27 | 13 | 0.6% | |
| 19 | 13 | 0.6% | |
| Other values (731) | 1667 | 81.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 232 | 11.4% | |
| 1 | 9 | 0.4% | |
| 2 | 16 | 0.8% | |
| 3 | 10 | 0.5% | |
| 4 | 16 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23423 | 1 | 0.0% | |
| 30633 | 1 | 0.0% | |
| 31126 | 1 | 0.0% | |
| 44916 | 1 | 0.0% | |
| 68850 | 1 | 0.0% |
Libraries_Construction
Highly correlated
This variable is highly correlated with Libraries_Cap_Outlay and should be ignored for analysis
| Correlation | 0.96305 |
|---|
Libraries_Current_Exp
Highly correlated
This variable is highly correlated with Libraries_Direct_Exp and should be ignored for analysis
| Correlation | 0.96072 |
|---|
Libraries_Direct_Exp
Numeric
| Distinct count | 1805 |
|---|---|
| Unique (%) | 88.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6732.5 |
|---|---|
| Minimum | 0 |
| Maximum | 106316 |
| Zeros (%) | 3.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 512.5 |
| Q1 | 2122 |
| Median | 4012.5 |
| Q3 | 7899.2 |
| 95-th percentile | 21121 |
| Maximum | 106316 |
| Range | 106316 |
| Interquartile range | 5777.2 |
Descriptive statistics
| Standard deviation | 8838.2 |
|---|---|
| Coef of variation | 1.3128 |
| Kurtosis | 28.619 |
| Mean | 6732.5 |
| MAD | 5310.5 |
| Skewness | 4.3288 |
| Sum | 13734304 |
| Variance | 78114000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 79 | 3.9% | |
| 3018 | 3 | 0.1% | |
| 1345 | 3 | 0.1% | |
| 2352 | 3 | 0.1% | |
| 2384 | 3 | 0.1% | |
| 1854 | 3 | 0.1% | |
| 3982 | 3 | 0.1% | |
| 5376 | 3 | 0.1% | |
| 2973 | 3 | 0.1% | |
| 4299 | 3 | 0.1% | |
| Other values (1795) | 1934 | 94.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 79 | 3.9% | |
| 7 | 1 | 0.0% | |
| 9 | 1 | 0.0% | |
| 15 | 1 | 0.0% | |
| 22 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 75218 | 1 | 0.0% | |
| 77724 | 1 | 0.0% | |
| 85811 | 1 | 0.0% | |
| 88522 | 1 | 0.0% | |
| 106316 | 1 | 0.0% |
Libraries_IG_Local_Govts
Highly correlated
This variable is highly correlated with Libraries_Total_Expend and should be ignored for analysis
| Correlation | 0.96415 |
|---|
Libraries_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Libraries_Total_Expend
Numeric
| Distinct count | 1916 |
|---|---|
| Unique (%) | 93.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16410 |
|---|---|
| Minimum | 0 |
| Maximum | 474055 |
| Zeros (%) | 1.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1150.9 |
| Q1 | 3606.8 |
| Median | 7544.5 |
| Q3 | 17105 |
| 95-th percentile | 53652 |
| Maximum | 474055 |
| Range | 474055 |
| Interquartile range | 13498 |
Descriptive statistics
| Standard deviation | 32317 |
|---|---|
| Coef of variation | 1.9694 |
| Kurtosis | 84.909 |
| Mean | 16410 |
| MAD | 15212 |
| Skewness | 7.8914 |
| Sum | 33476171 |
| Variance | 1044400000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 36 | 1.8% | |
| 4401 | 3 | 0.1% | |
| 3688 | 3 | 0.1% | |
| 3280 | 3 | 0.1% | |
| 1767 | 2 | 0.1% | |
| 5988 | 2 | 0.1% | |
| 5349 | 2 | 0.1% | |
| 5789 | 2 | 0.1% | |
| 3773 | 2 | 0.1% | |
| 2371 | 2 | 0.1% | |
| Other values (1906) | 1983 | 97.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 36 | 1.8% | |
| 15 | 1 | 0.0% | |
| 36 | 1 | 0.0% | |
| 57 | 1 | 0.0% | |
| 237 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 378285 | 1 | 0.0% | |
| 385506 | 1 | 0.0% | |
| 396478 | 1 | 0.0% | |
| 433608 | 1 | 0.0% | |
| 474055 | 1 | 0.0% |
Liquor_Stores_Cap_Out
Numeric
| Distinct count | 356 |
|---|---|
| Unique (%) | 17.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 245.3 |
|---|---|
| Minimum | 0 |
| Maximum | 24577 |
| Zeros (%) | 79.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1239.4 |
| Maximum | 24577 |
| Range | 24577 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1228 |
|---|---|
| Coef of variation | 5.0061 |
| Kurtosis | 181.02 |
| Mean | 245.3 |
| MAD | 414.63 |
| Skewness | 11.606 |
| Sum | 500414 |
| Variance | 1508000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1626 | 79.7% | |
| 2 | 6 | 0.3% | |
| 18 | 5 | 0.2% | |
| 11 | 4 | 0.2% | |
| 1 | 4 | 0.2% | |
| 103 | 3 | 0.1% | |
| 25 | 3 | 0.1% | |
| 377 | 3 | 0.1% | |
| 5 | 3 | 0.1% | |
| 170 | 2 | 0.1% | |
| Other values (346) | 381 | 18.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1626 | 79.7% | |
| 1 | 4 | 0.2% | |
| 2 | 6 | 0.3% | |
| 3 | 1 | 0.0% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9975 | 1 | 0.0% | |
| 11505 | 2 | 0.1% | |
| 20790 | 1 | 0.0% | |
| 22399 | 1 | 0.0% | |
| 24577 | 1 | 0.0% |
Liquor_Stores_Constr
Numeric
| Distinct count | 102 |
|---|---|
| Unique (%) | 5.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 25.895 |
|---|---|
| Minimum | 0 |
| Maximum | 6642 |
| Zeros (%) | 93.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 19.05 |
| Maximum | 6642 |
| Range | 6642 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 226.13 |
|---|---|
| Coef of variation | 8.7325 |
| Kurtosis | 441.64 |
| Mean | 25.895 |
| MAD | 49.021 |
| Skewness | 18.26 |
| Sum | 52826 |
| Variance | 51135 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1909 | 93.6% | |
| 1 | 6 | 0.3% | |
| 31 | 3 | 0.1% | |
| 2 | 3 | 0.1% | |
| 5 | 3 | 0.1% | |
| 7 | 3 | 0.1% | |
| 11 | 3 | 0.1% | |
| 200 | 2 | 0.1% | |
| 124 | 2 | 0.1% | |
| 275 | 2 | 0.1% | |
| Other values (92) | 104 | 5.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1909 | 93.6% | |
| 1 | 6 | 0.3% | |
| 2 | 3 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2097 | 1 | 0.0% | |
| 2215 | 1 | 0.0% | |
| 2561 | 1 | 0.0% | |
| 4291 | 1 | 0.0% | |
| 6642 | 1 | 0.0% |
Liquor_Stores_Current_Exp
Highly correlated
This variable is highly correlated with Liquor_Stores_Tot_Exp and should be ignored for analysis
| Correlation | 0.99998 |
|---|
Liquor_Stores_Revenue
Numeric
| Distinct count | 669 |
|---|---|
| Unique (%) | 32.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 82077 |
|---|---|
| Minimum | 0 |
| Maximum | 1937885 |
| Zeros (%) | 66.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 60163 |
| 95-th percentile | 483260 |
| Maximum | 1937885 |
| Range | 1937885 |
| Interquartile range | 60163 |
Descriptive statistics
| Standard deviation | 200540 |
|---|---|
| Coef of variation | 2.4433 |
| Kurtosis | 22.74 |
| Mean | 82077 |
| MAD | 117730 |
| Skewness | 4.1282 |
| Sum | 167437024 |
| Variance | 40215000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1363 | 66.8% | |
| 33 | 4 | 0.2% | |
| 129965 | 2 | 0.1% | |
| 52990 | 2 | 0.1% | |
| 1021890 | 2 | 0.1% | |
| 213972 | 2 | 0.1% | |
| 25 | 2 | 0.1% | |
| 53167 | 2 | 0.1% | |
| 127622 | 1 | 0.0% | |
| 29662 | 1 | 0.0% | |
| Other values (659) | 659 | 32.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1363 | 66.8% | |
| 25 | 2 | 0.1% | |
| 26 | 1 | 0.0% | |
| 28 | 1 | 0.0% | |
| 30 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1657205 | 1 | 0.0% | |
| 1731463 | 1 | 0.0% | |
| 1786501 | 1 | 0.0% | |
| 1862270 | 1 | 0.0% | |
| 1937885 | 1 | 0.0% |
Liquor_Stores_Tot_Exp
Highly correlated
This variable is highly correlated with Liquor_Stores_Revenue and should be ignored for analysis
| Correlation | 0.98812 |
|---|
Local_IGR_Health___Hos
Numeric
| Distinct count | 1208 |
|---|---|
| Unique (%) | 59.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14325 |
|---|---|
| Minimum | 0 |
| Maximum | 405072 |
| Zeros (%) | 35.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 537.5 |
| Q3 | 8149.2 |
| 95-th percentile | 66175 |
| Maximum | 405072 |
| Range | 405072 |
| Interquartile range | 8149.2 |
Descriptive statistics
| Standard deviation | 39317 |
|---|---|
| Coef of variation | 2.7446 |
| Kurtosis | 36.92 |
| Mean | 14325 |
| MAD | 20246 |
| Skewness | 5.4344 |
| Sum | 29223109 |
| Variance | 1545800000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 720 | 35.3% | |
| 5 | 10 | 0.5% | |
| 9 | 5 | 0.2% | |
| 10 | 5 | 0.2% | |
| 20 | 4 | 0.2% | |
| 30 | 4 | 0.2% | |
| 40 | 4 | 0.2% | |
| 18 | 4 | 0.2% | |
| 11 | 4 | 0.2% | |
| 12 | 4 | 0.2% | |
| Other values (1198) | 1276 | 62.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 720 | 35.3% | |
| 1 | 2 | 0.1% | |
| 2 | 4 | 0.2% | |
| 3 | 1 | 0.0% | |
| 4 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 358644 | 1 | 0.0% | |
| 363167 | 1 | 0.0% | |
| 371673 | 1 | 0.0% | |
| 380742 | 1 | 0.0% | |
| 405072 | 1 | 0.0% |
Local_IGR_Highways
Numeric
| Distinct count | 1480 |
|---|---|
| Unique (%) | 72.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 24095 |
|---|---|
| Minimum | 0 |
| Maximum | 3489206 |
| Zeros (%) | 24.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| Median | 5141.5 |
| Q3 | 18965 |
| 95-th percentile | 70028 |
| Maximum | 3489206 |
| Range | 3489206 |
| Interquartile range | 18961 |
Descriptive statistics
| Standard deviation | 110330 |
|---|---|
| Coef of variation | 4.5788 |
| Kurtosis | 513.95 |
| Mean | 24095 |
| MAD | 29820 |
| Skewness | 19.121 |
| Sum | 49154319 |
| Variance | 12172000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 502 | 24.6% | |
| 6 | 5 | 0.2% | |
| 5 | 4 | 0.2% | |
| 8001 | 3 | 0.1% | |
| 1 | 3 | 0.1% | |
| 3 | 3 | 0.1% | |
| 17435 | 3 | 0.1% | |
| 280 | 3 | 0.1% | |
| 261 | 3 | 0.1% | |
| 108 | 2 | 0.1% | |
| Other values (1470) | 1509 | 74.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 502 | 24.6% | |
| 1 | 3 | 0.1% | |
| 2 | 1 | 0.0% | |
| 3 | 3 | 0.1% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 857403 | 2 | 0.1% | |
| 955725 | 1 | 0.0% | |
| 1288982 | 1 | 0.0% | |
| 1524214 | 1 | 0.0% | |
| 3489206 | 1 | 0.0% |
Local_IGR_Hous_Com_Dev
Numeric
| Distinct count | 52 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 96.648 |
|---|---|
| Minimum | 0 |
| Maximum | 15318 |
| Zeros (%) | 97.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15318 |
| Range | 15318 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 937.37 |
|---|---|
| Coef of variation | 9.6988 |
| Kurtosis | 169.97 |
| Mean | 96.648 |
| MAD | 188.81 |
| Skewness | 12.446 |
| Sum | 197162 |
| Variance | 878650 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1988 | 97.5% | |
| 17 | 2 | 0.1% | |
| 8550 | 1 | 0.0% | |
| 700 | 1 | 0.0% | |
| 680 | 1 | 0.0% | |
| 10917 | 1 | 0.0% | |
| 14820 | 1 | 0.0% | |
| 14810 | 1 | 0.0% | |
| 434 | 1 | 0.0% | |
| 432 | 1 | 0.0% | |
| Other values (42) | 42 | 2.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1988 | 97.5% | |
| 1 | 1 | 0.0% | |
| 17 | 2 | 0.1% | |
| 22 | 1 | 0.0% | |
| 35 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12510 | 1 | 0.0% | |
| 14810 | 1 | 0.0% | |
| 14820 | 1 | 0.0% | |
| 15131 | 1 | 0.0% | |
| 15318 | 1 | 0.0% |
Local_IGR_InterSchool_Aid
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Local_IGR_Oth_Gen_Sup
Numeric
| Distinct count | 32 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 81.263 |
|---|---|
| Minimum | 0 |
| Maximum | 20640 |
| Zeros (%) | 97.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20640 |
| Range | 20640 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1008.1 |
|---|---|
| Coef of variation | 12.406 |
| Kurtosis | 276.22 |
| Mean | 81.263 |
| MAD | 159.42 |
| Skewness | 15.96 |
| Sum | 165777 |
| Variance | 1016300 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1998 | 97.9% | |
| 200 | 12 | 0.6% | |
| 3647 | 1 | 0.0% | |
| 11 | 1 | 0.0% | |
| 31 | 1 | 0.0% | |
| 4127 | 1 | 0.0% | |
| 32 | 1 | 0.0% | |
| 43 | 1 | 0.0% | |
| 45 | 1 | 0.0% | |
| 4214 | 1 | 0.0% | |
| Other values (22) | 22 | 1.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1998 | 97.9% | |
| 11 | 1 | 0.0% | |
| 31 | 1 | 0.0% | |
| 32 | 1 | 0.0% | |
| 43 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15454 | 1 | 0.0% | |
| 16502 | 1 | 0.0% | |
| 17547 | 1 | 0.0% | |
| 19737 | 1 | 0.0% | |
| 20640 | 1 | 0.0% |
Local_IGR_Other
Numeric
| Distinct count | 1856 |
|---|---|
| Unique (%) | 91.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 39689 |
|---|---|
| Minimum | 0 |
| Maximum | 3202712 |
| Zeros (%) | 5.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1838 |
| Median | 7784.5 |
| Q3 | 29048 |
| 95-th percentile | 114010 |
| Maximum | 3202712 |
| Range | 3202712 |
| Interquartile range | 27210 |
Descriptive statistics
| Standard deviation | 143480 |
|---|---|
| Coef of variation | 3.6153 |
| Kurtosis | 163.52 |
| Mean | 39689 |
| MAD | 49740 |
| Skewness | 10.509 |
| Sum | 80964672 |
| Variance | 20588000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 105 | 5.1% | |
| 145 | 3 | 0.1% | |
| 4418 | 3 | 0.1% | |
| 584 | 3 | 0.1% | |
| 680 | 3 | 0.1% | |
| 2817 | 3 | 0.1% | |
| 1008 | 3 | 0.1% | |
| 1 | 3 | 0.1% | |
| 4795 | 2 | 0.1% | |
| 3529 | 2 | 0.1% | |
| Other values (1846) | 1910 | 93.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 105 | 5.1% | |
| 1 | 3 | 0.1% | |
| 2 | 2 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1206832 | 1 | 0.0% | |
| 1253544 | 1 | 0.0% | |
| 1286800 | 1 | 0.0% | |
| 2262224 | 1 | 0.0% | |
| 3202712 | 1 | 0.0% |
Local_IGR_Other_Education
Numeric
| Distinct count | 1796 |
|---|---|
| Unique (%) | 88.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 31029 |
|---|---|
| Minimum | 0 |
| Maximum | 2391799 |
| Zeros (%) | 6.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1208 |
| Median | 5688.5 |
| Q3 | 19205 |
| 95-th percentile | 163690 |
| Maximum | 2391799 |
| Range | 2391799 |
| Interquartile range | 17997 |
Descriptive statistics
| Standard deviation | 104790 |
|---|---|
| Coef of variation | 3.377 |
| Kurtosis | 264.39 |
| Mean | 31029 |
| MAD | 40157 |
| Skewness | 13.558 |
| Sum | 63299575 |
| Variance | 10980000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 128 | 6.3% | |
| 1 | 6 | 0.3% | |
| 2 | 5 | 0.2% | |
| 894 | 4 | 0.2% | |
| 137 | 4 | 0.2% | |
| 108 | 4 | 0.2% | |
| 8000 | 3 | 0.1% | |
| 1702 | 3 | 0.1% | |
| 6991 | 3 | 0.1% | |
| 1185 | 3 | 0.1% | |
| Other values (1786) | 1877 | 92.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 128 | 6.3% | |
| 1 | 6 | 0.3% | |
| 2 | 5 | 0.2% | |
| 3 | 3 | 0.1% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 558498 | 1 | 0.0% | |
| 616700 | 1 | 0.0% | |
| 1774936 | 1 | 0.0% | |
| 2252358 | 1 | 0.0% | |
| 2391799 | 1 | 0.0% |
Local_IGR_Public_Welf
Highly correlated
This variable is highly correlated with Tot_Local_IG_Rev and should be ignored for analysis
| Correlation | 0.94368 |
|---|
Local_IGR_Sewerage
Numeric
| Distinct count | 118 |
|---|---|
| Unique (%) | 5.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3153.6 |
|---|---|
| Minimum | 0 |
| Maximum | 354263 |
| Zeros (%) | 94.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 348.25 |
| Maximum | 354263 |
| Range | 354263 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 27296 |
|---|---|
| Coef of variation | 8.6556 |
| Kurtosis | 117.3 |
| Mean | 3153.6 |
| MAD | 6059.3 |
| Skewness | 10.657 |
| Sum | 6433282 |
| Variance | 745070000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1921 | 94.2% | |
| 649 | 2 | 0.1% | |
| 5873 | 2 | 0.1% | |
| 489 | 1 | 0.0% | |
| 20849 | 1 | 0.0% | |
| 378 | 1 | 0.0% | |
| 307582 | 1 | 0.0% | |
| 396 | 1 | 0.0% | |
| 397 | 1 | 0.0% | |
| 418 | 1 | 0.0% | |
| Other values (108) | 108 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1921 | 94.2% | |
| 36 | 1 | 0.0% | |
| 42 | 1 | 0.0% | |
| 44 | 1 | 0.0% | |
| 50 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 327915 | 1 | 0.0% | |
| 331028 | 1 | 0.0% | |
| 334057 | 1 | 0.0% | |
| 335033 | 1 | 0.0% | |
| 354263 | 1 | 0.0% |
Local_IGR_Transit_Sub
Numeric
| Distinct count | 285 |
|---|---|
| Unique (%) | 14.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15581 |
|---|---|
| Minimum | 0 |
| Maximum | 1347789 |
| Zeros (%) | 84.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 12114 |
| Maximum | 1347789 |
| Range | 1347789 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 105720 |
|---|---|
| Coef of variation | 6.7851 |
| Kurtosis | 80.386 |
| Mean | 15581 |
| MAD | 29172 |
| Skewness | 8.6286 |
| Sum | 31784321 |
| Variance | 11176000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1730 | 84.8% | |
| 4 | 4 | 0.2% | |
| 12 | 3 | 0.1% | |
| 177 | 3 | 0.1% | |
| 194 | 3 | 0.1% | |
| 23 | 3 | 0.1% | |
| 83635 | 3 | 0.1% | |
| 3 | 3 | 0.1% | |
| 2 | 3 | 0.1% | |
| 6 | 2 | 0.1% | |
| Other values (275) | 283 | 13.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1730 | 84.8% | |
| 1 | 2 | 0.1% | |
| 2 | 3 | 0.1% | |
| 3 | 3 | 0.1% | |
| 4 | 4 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1140667 | 1 | 0.0% | |
| 1173028 | 1 | 0.0% | |
| 1293515 | 1 | 0.0% | |
| 1312295 | 1 | 0.0% | |
| 1347789 | 1 | 0.0% |
Misc_Com_Activ_Cap_Out
Numeric
| Distinct count | 265 |
|---|---|
| Unique (%) | 13.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1385 |
|---|---|
| Minimum | 0 |
| Maximum | 289357 |
| Zeros (%) | 83.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1781.5 |
| Maximum | 289357 |
| Range | 289357 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 11993 |
|---|---|
| Coef of variation | 8.6588 |
| Kurtosis | 259.19 |
| Mean | 1385 |
| MAD | 2552.8 |
| Skewness | 14.57 |
| Sum | 2825474 |
| Variance | 143830000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1703 | 83.5% | |
| 1 | 13 | 0.6% | |
| 2 | 9 | 0.4% | |
| 3 | 6 | 0.3% | |
| 18 | 5 | 0.2% | |
| 32 | 4 | 0.2% | |
| 72 | 4 | 0.2% | |
| 7 | 3 | 0.1% | |
| 11 | 3 | 0.1% | |
| 13 | 3 | 0.1% | |
| Other values (255) | 287 | 14.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1703 | 83.5% | |
| 1 | 13 | 0.6% | |
| 2 | 9 | 0.4% | |
| 3 | 6 | 0.3% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 127982 | 1 | 0.0% | |
| 145640 | 1 | 0.0% | |
| 175137 | 2 | 0.1% | |
| 187461 | 1 | 0.0% | |
| 289357 | 1 | 0.0% |
Misc_Com_Activ_Constr
Highly correlated
This variable is highly correlated with Misc_Com_Activ_Cap_Out and should be ignored for analysis
| Correlation | 0.98873 |
|---|
Misc_Com_Activ_Current_Exp
Highly correlated
This variable is highly correlated with Misc_Com_Activ_Tot_Exp and should be ignored for analysis
| Correlation | 0.99746 |
|---|
Misc_Com_Activ_Tot_Exp
Numeric
| Distinct count | 463 |
|---|---|
| Unique (%) | 22.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17255 |
|---|---|
| Minimum | 0 |
| Maximum | 4704697 |
| Zeros (%) | 76.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 38723 |
| Maximum | 4704697 |
| Range | 4704697 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 167930 |
|---|---|
| Coef of variation | 9.7321 |
| Kurtosis | 453.32 |
| Mean | 17255 |
| MAD | 31161 |
| Skewness | 19.494 |
| Sum | 35199577 |
| Variance | 28199000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1558 | 76.4% | |
| 1445 | 7 | 0.3% | |
| 431 | 4 | 0.2% | |
| 1158 | 3 | 0.1% | |
| 1714 | 2 | 0.1% | |
| 740 | 2 | 0.1% | |
| 7298 | 2 | 0.1% | |
| 44047 | 2 | 0.1% | |
| 1430 | 2 | 0.1% | |
| 4817 | 2 | 0.1% | |
| Other values (453) | 456 | 22.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1558 | 76.4% | |
| 7 | 1 | 0.0% | |
| 10 | 1 | 0.0% | |
| 15 | 1 | 0.0% | |
| 16 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1707222 | 1 | 0.0% | |
| 1796229 | 1 | 0.0% | |
| 2377078 | 1 | 0.0% | |
| 3754161 | 1 | 0.0% | |
| 4704697 | 1 | 0.0% |
Misc_General_Rev_NEC
Highly correlated
This variable is highly correlated with Misc_General_Revenue and should be ignored for analysis
| Correlation | 0.9218 |
|---|
Misc_General_Revenue
Highly correlated
This variable is highly correlated with Tot_Chgs_and_Misc_Rev and should be ignored for analysis
| Correlation | 0.95568 |
|---|
Motor_Fuels_Tax
Highly correlated
This variable is highly correlated with Total_Gen_Sales_Tax and should be ignored for analysis
| Correlation | 0.92552 |
|---|
Motor_Veh_Oper_License
Numeric
| Distinct count | 1897 |
|---|---|
| Unique (%) | 93.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26582 |
|---|---|
| Minimum | 0 |
| Maximum | 350141 |
| Zeros (%) | 4.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 142.3 |
| Q1 | 4120.5 |
| Median | 11586 |
| Q3 | 31383 |
| 95-th percentile | 106230 |
| Maximum | 350141 |
| Range | 350141 |
| Interquartile range | 27262 |
Descriptive statistics
| Standard deviation | 41330 |
|---|---|
| Coef of variation | 1.5548 |
| Kurtosis | 15.151 |
| Mean | 26582 |
| MAD | 25981 |
| Skewness | 3.4083 |
| Sum | 54228102 |
| Variance | 1708200000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 99 | 4.9% | |
| 8500 | 3 | 0.1% | |
| 600 | 3 | 0.1% | |
| 3980 | 3 | 0.1% | |
| 1500 | 3 | 0.1% | |
| 10328 | 2 | 0.1% | |
| 4566 | 2 | 0.1% | |
| 2927 | 2 | 0.1% | |
| 11399 | 2 | 0.1% | |
| 21328 | 2 | 0.1% | |
| Other values (1887) | 1919 | 94.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 99 | 4.9% | |
| 103 | 1 | 0.0% | |
| 124 | 1 | 0.0% | |
| 129 | 1 | 0.0% | |
| 143 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 308834 | 1 | 0.0% | |
| 310101 | 1 | 0.0% | |
| 311239 | 1 | 0.0% | |
| 345673 | 1 | 0.0% | |
| 350141 | 1 | 0.0% |
Motor_Vehicle_License
Highly correlated
This variable is highly correlated with Total_License_Taxes and should be ignored for analysis
| Correlation | 0.92118 |
|---|
Motor_Vehicle_License_Total
Highly correlated
This variable is highly correlated with Motor_Vehicle_License and should be ignored for analysis
| Correlation | 0.99811 |
|---|
Natural_Res_Cap_Outlay
Highly correlated
This variable is highly correlated with Natural_Res_Direct_Exp and should be ignored for analysis
| Correlation | 0.91326 |
|---|
Natural_Res_Construct
Highly correlated
This variable is highly correlated with Natural_Res_Cap_Outlay and should be ignored for analysis
| Correlation | 0.91975 |
|---|
Natural_Res_Current_Exp
Highly correlated
This variable is highly correlated with Natural_Res_Direct_Exp and should be ignored for analysis
| Correlation | 0.99252 |
|---|
Natural_Res_Direct_Exp
Highly correlated
This variable is highly correlated with Natural_Res_Total_Exp and should be ignored for analysis
| Correlation | 0.99517 |
|---|
Natural_Res_IG_Loc_Govts
Numeric
| Distinct count | 1809 |
|---|---|
| Unique (%) | 88.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 22365 |
|---|---|
| Minimum | 0 |
| Maximum | 1222486 |
| Zeros (%) | 6.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1142.5 |
| Median | 5081.5 |
| Q3 | 19917 |
| 95-th percentile | 70488 |
| Maximum | 1222486 |
| Range | 1222486 |
| Interquartile range | 18775 |
Descriptive statistics
| Standard deviation | 71208 |
|---|---|
| Coef of variation | 3.1839 |
| Kurtosis | 114.44 |
| Mean | 22365 |
| MAD | 26692 |
| Skewness | 9.5838 |
| Sum | 45624551 |
| Variance | 5070600000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 126 | 6.2% | |
| 31 | 3 | 0.1% | |
| 582 | 3 | 0.1% | |
| 3190 | 3 | 0.1% | |
| 16 | 3 | 0.1% | |
| 156 | 3 | 0.1% | |
| 275 | 3 | 0.1% | |
| 1862 | 2 | 0.1% | |
| 1102 | 2 | 0.1% | |
| 1130 | 2 | 0.1% | |
| Other values (1799) | 1890 | 92.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 126 | 6.2% | |
| 1 | 1 | 0.0% | |
| 2 | 2 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 860294 | 1 | 0.0% | |
| 903997 | 1 | 0.0% | |
| 968959 | 1 | 0.0% | |
| 1001630 | 1 | 0.0% | |
| 1222486 | 1 | 0.0% |
Natural_Res_IG_To_Sta
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Natural_Res_Total_Exp
Numeric
| Distinct count | 2010 |
|---|---|
| Unique (%) | 98.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 267820 |
|---|---|
| Minimum | 0 |
| Maximum | 6898403 |
| Zeros (%) | 1.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 27628 |
| Q1 | 82734 |
| Median | 168750 |
| Q3 | 302830 |
| 95-th percentile | 692350 |
| Maximum | 6898403 |
| Range | 6898403 |
| Interquartile range | 220100 |
Descriptive statistics
| Standard deviation | 435600 |
|---|---|
| Coef of variation | 1.6264 |
| Kurtosis | 68.179 |
| Mean | 267820 |
| MAD | 203320 |
| Skewness | 7.0702 |
| Sum | 546362419 |
| Variance | 189750000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 28 | 1.4% | |
| 46218 | 2 | 0.1% | |
| 50769 | 2 | 0.1% | |
| 376934 | 2 | 0.1% | |
| 99742 | 1 | 0.0% | |
| 363915 | 1 | 0.0% | |
| 87436 | 1 | 0.0% | |
| 231871 | 1 | 0.0% | |
| 73103 | 1 | 0.0% | |
| 444187 | 1 | 0.0% | |
| Other values (2000) | 2000 | 98.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 28 | 1.4% | |
| 301 | 1 | 0.0% | |
| 980 | 1 | 0.0% | |
| 8303 | 1 | 0.0% | |
| 8757 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4274127 | 1 | 0.0% | |
| 4590592 | 1 | 0.0% | |
| 4864214 | 1 | 0.0% | |
| 4885087 | 1 | 0.0% | |
| 6898403 | 1 | 0.0% |
Net_Lottery_Revenue
Numeric
| Distinct count | 1305 |
|---|---|
| Unique (%) | 64.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 243880 |
|---|---|
| Minimum | 0 |
| Maximum | 3714366 |
| Zeros (%) | 35.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 63604 |
| Q3 | 306090 |
| 95-th percentile | 1024900 |
| Maximum | 3714366 |
| Range | 3714366 |
| Interquartile range | 306090 |
Descriptive statistics
| Standard deviation | 415190 |
|---|---|
| Coef of variation | 1.7024 |
| Kurtosis | 14.567 |
| Mean | 243880 |
| MAD | 284670 |
| Skewness | 3.1047 |
| Sum | 497515635 |
| Variance | 172380000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 724 | 35.5% | |
| 91450 | 2 | 0.1% | |
| 15098 | 2 | 0.1% | |
| 291683 | 2 | 0.1% | |
| 225953 | 2 | 0.1% | |
| 118148 | 2 | 0.1% | |
| 92531 | 2 | 0.1% | |
| 69512 | 2 | 0.1% | |
| 26195 | 2 | 0.1% | |
| 812615 | 2 | 0.1% | |
| Other values (1295) | 1298 | 63.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 724 | 35.5% | |
| 913 | 1 | 0.0% | |
| 1085 | 1 | 0.0% | |
| 1513 | 1 | 0.0% | |
| 1656 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3272109 | 1 | 0.0% | |
| 3476915 | 1 | 0.0% | |
| 3478687 | 1 | 0.0% | |
| 3528364 | 1 | 0.0% | |
| 3714366 | 1 | 0.0% |
Nonin_Trust_Cash___Sec
Highly correlated
This variable is highly correlated with Total_Cash___Securities and should be ignored for analysis
| Correlation | 0.90086 |
|---|
Occup_and_Bus_Lic_NEC
Numeric
| Distinct count | 2013 |
|---|---|
| Unique (%) | 98.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 132940 |
|---|---|
| Minimum | 0 |
| Maximum | 4527845 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6277.4 |
| Q1 | 21580 |
| Median | 51044 |
| Q3 | 124050 |
| 95-th percentile | 433740 |
| Maximum | 4527845 |
| Range | 4527845 |
| Interquartile range | 102470 |
Descriptive statistics
| Standard deviation | 360780 |
|---|---|
| Coef of variation | 2.7138 |
| Kurtosis | 93.218 |
| Mean | 132940 |
| MAD | 134540 |
| Skewness | 8.9731 |
| Sum | 271200232 |
| Variance | 130160000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.5% | |
| 53264 | 3 | 0.1% | |
| 103515 | 2 | 0.1% | |
| 33657 | 2 | 0.1% | |
| 16253 | 2 | 0.1% | |
| 11887 | 2 | 0.1% | |
| 80529 | 2 | 0.1% | |
| 20759 | 2 | 0.1% | |
| 32028 | 2 | 0.1% | |
| 36832 | 2 | 0.1% | |
| Other values (2003) | 2011 | 98.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.5% | |
| 544 | 1 | 0.0% | |
| 650 | 1 | 0.0% | |
| 794 | 1 | 0.0% | |
| 960 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4269033 | 1 | 0.0% | |
| 4293352 | 1 | 0.0% | |
| 4438221 | 1 | 0.0% | |
| 4508702 | 1 | 0.0% | |
| 4527845 | 1 | 0.0% |
Oth_Nonin_Fd_Cash___Sec
Numeric
| Distinct count | 2039 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6022200 |
|---|---|
| Minimum | 31240 |
| Maximum | 122035214 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 31240 |
|---|---|
| 5-th percentile | 280060 |
| Q1 | 989680 |
| Median | 2444100 |
| Q3 | 6211500 |
| 95-th percentile | 21186000 |
| Maximum | 122035214 |
| Range | 122003974 |
| Interquartile range | 5221800 |
Descriptive statistics
| Standard deviation | 11456000 |
|---|---|
| Coef of variation | 1.9023 |
| Kurtosis | 32.581 |
| Mean | 6022200 |
| MAD | 5953300 |
| Skewness | 5.0451 |
| Sum | 12285189264 |
| Variance | 131230000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 1038219 | 2 | 0.1% | |
| 694847 | 1 | 0.0% | |
| 1750356 | 1 | 0.0% | |
| 1813817 | 1 | 0.0% | |
| 11627835 | 1 | 0.0% | |
| 1162559 | 1 | 0.0% | |
| 763200 | 1 | 0.0% | |
| 1719617 | 1 | 0.0% | |
| 323649 | 1 | 0.0% | |
| 1887559 | 1 | 0.0% | |
| Other values (2029) | 2029 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 31240 | 1 | 0.0% | |
| 31747 | 1 | 0.0% | |
| 34678 | 1 | 0.0% | |
| 43059 | 1 | 0.0% | |
| 43872 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 102416867 | 1 | 0.0% | |
| 103741942 | 1 | 0.0% | |
| 117698524 | 1 | 0.0% | |
| 121629937 | 1 | 0.0% | |
| 122035214 | 1 | 0.0% |
Other_License_Taxes
Numeric
| Distinct count | 1692 |
|---|---|
| Unique (%) | 82.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10001 |
|---|---|
| Minimum | 0 |
| Maximum | 228768 |
| Zeros (%) | 5.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 664.75 |
| Median | 2603 |
| Q3 | 7061.8 |
| 95-th percentile | 45978 |
| Maximum | 228768 |
| Range | 228768 |
| Interquartile range | 6397 |
Descriptive statistics
| Standard deviation | 24925 |
|---|---|
| Coef of variation | 2.4922 |
| Kurtosis | 27.92 |
| Mean | 10001 |
| MAD | 12130 |
| Skewness | 4.9551 |
| Sum | 20402804 |
| Variance | 621260000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 110 | 5.4% | |
| 1 | 6 | 0.3% | |
| 800 | 5 | 0.2% | |
| 68 | 5 | 0.2% | |
| 69 | 5 | 0.2% | |
| 310 | 5 | 0.2% | |
| 527 | 4 | 0.2% | |
| 81 | 4 | 0.2% | |
| 482 | 4 | 0.2% | |
| 70 | 4 | 0.2% | |
| Other values (1682) | 1888 | 92.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 110 | 5.4% | |
| 1 | 6 | 0.3% | |
| 2 | 1 | 0.0% | |
| 4 | 1 | 0.0% | |
| 6 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 188025 | 1 | 0.0% | |
| 188854 | 1 | 0.0% | |
| 196405 | 1 | 0.0% | |
| 227060 | 1 | 0.0% | |
| 228768 | 1 | 0.0% |
Other_Select_Sales_Tax
Numeric
| Distinct count | 1650 |
|---|---|
| Unique (%) | 80.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 254890 |
|---|---|
| Minimum | 0 |
| Maximum | 5621673 |
| Zeros (%) | 18.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4272.8 |
| Median | 50170 |
| Q3 | 228060 |
| 95-th percentile | 998450 |
| Maximum | 5621673 |
| Range | 5621673 |
| Interquartile range | 223780 |
Descriptive statistics
| Standard deviation | 634480 |
|---|---|
| Coef of variation | 2.4892 |
| Kurtosis | 32.93 |
| Mean | 254890 |
| MAD | 313560 |
| Skewness | 5.3177 |
| Sum | 519976710 |
| Variance | 402570000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 384 | 18.8% | |
| 2 | 3 | 0.1% | |
| 7 | 2 | 0.1% | |
| 10175 | 2 | 0.1% | |
| 542017 | 2 | 0.1% | |
| 4955 | 2 | 0.1% | |
| 656512 | 2 | 0.1% | |
| 3459 | 1 | 0.0% | |
| 126311 | 1 | 0.0% | |
| 5450 | 1 | 0.0% | |
| Other values (1640) | 1640 | 80.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 384 | 18.8% | |
| 1 | 1 | 0.0% | |
| 2 | 3 | 0.1% | |
| 3 | 1 | 0.0% | |
| 4 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5208722 | 1 | 0.0% | |
| 5250995 | 1 | 0.0% | |
| 5253772 | 1 | 0.0% | |
| 5297487 | 1 | 0.0% | |
| 5621673 | 1 | 0.0% |
Own_Hospital_Cap_Out
Numeric
| Distinct count | 1381 |
|---|---|
| Unique (%) | 67.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15904 |
|---|---|
| Minimum | 0 |
| Maximum | 770976 |
| Zeros (%) | 30.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2797.5 |
| Q3 | 17143 |
| 95-th percentile | 65076 |
| Maximum | 770976 |
| Range | 770976 |
| Interquartile range | 17143 |
Descriptive statistics
| Standard deviation | 41141 |
|---|---|
| Coef of variation | 2.5868 |
| Kurtosis | 101.61 |
| Mean | 15904 |
| MAD | 19178 |
| Skewness | 8.2287 |
| Sum | 32445029 |
| Variance | 1692600000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 622 | 30.5% | |
| 529 | 3 | 0.1% | |
| 582 | 2 | 0.1% | |
| 6683 | 2 | 0.1% | |
| 717 | 2 | 0.1% | |
| 17230 | 2 | 0.1% | |
| 455 | 2 | 0.1% | |
| 3070 | 2 | 0.1% | |
| 1023 | 2 | 0.1% | |
| 1026 | 2 | 0.1% | |
| Other values (1371) | 1399 | 68.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 622 | 30.5% | |
| 3 | 1 | 0.0% | |
| 5 | 1 | 0.0% | |
| 6 | 1 | 0.0% | |
| 7 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 384877 | 1 | 0.0% | |
| 417451 | 1 | 0.0% | |
| 459572 | 1 | 0.0% | |
| 587663 | 1 | 0.0% | |
| 770976 | 1 | 0.0% |
Own_Hospital_Construct
Highly correlated
This variable is highly correlated with Own_Hospital_Cap_Out and should be ignored for analysis
| Correlation | 0.98029 |
|---|
Own_Hospital_Current_Exp
Highly correlated
This variable is highly correlated with Own_Hospital_Total_Exp and should be ignored for analysis
| Correlation | 0.9989 |
|---|
Own_Hospital_Total_Exp
Numeric
| Distinct count | 1427 |
|---|---|
| Unique (%) | 70.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 315840 |
|---|---|
| Minimum | 0 |
| Maximum | 5168694 |
| Zeros (%) | 30.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 98304 |
| Q3 | 398160 |
| 95-th percentile | 1251300 |
| Maximum | 5168694 |
| Range | 5168694 |
| Interquartile range | 398160 |
Descriptive statistics
| Standard deviation | 556750 |
|---|---|
| Coef of variation | 1.7628 |
| Kurtosis | 17.797 |
| Mean | 315840 |
| MAD | 344270 |
| Skewness | 3.6635 |
| Sum | 644308690 |
| Variance | 309970000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 613 | 30.0% | |
| 44658 | 2 | 0.1% | |
| 410271 | 1 | 0.0% | |
| 18820 | 1 | 0.0% | |
| 499431 | 1 | 0.0% | |
| 293527 | 1 | 0.0% | |
| 67003 | 1 | 0.0% | |
| 627354 | 1 | 0.0% | |
| 162929 | 1 | 0.0% | |
| 53917 | 1 | 0.0% | |
| Other values (1417) | 1417 | 69.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 613 | 30.0% | |
| 2683 | 1 | 0.0% | |
| 2895 | 1 | 0.0% | |
| 5370 | 1 | 0.0% | |
| 8672 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3860409 | 1 | 0.0% | |
| 4121426 | 1 | 0.0% | |
| 4356641 | 1 | 0.0% | |
| 5025205 | 1 | 0.0% | |
| 5168694 | 1 | 0.0% |
Pari_mutuels_Tax
Numeric
| Distinct count | 1279 |
|---|---|
| Unique (%) | 62.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8835.6 |
|---|---|
| Minimum | 0 |
| Maximum | 153162 |
| Zeros (%) | 32.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1412 |
| Q3 | 8080.5 |
| 95-th percentile | 44063 |
| Maximum | 153162 |
| Range | 153162 |
| Interquartile range | 8080.5 |
Descriptive statistics
| Standard deviation | 20246 |
|---|---|
| Coef of variation | 2.2915 |
| Kurtosis | 16.748 |
| Mean | 8835.6 |
| MAD | 11080 |
| Skewness | 3.9197 |
| Sum | 18024574 |
| Variance | 409920000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 666 | 32.6% | |
| 6876 | 5 | 0.2% | |
| 2312 | 4 | 0.2% | |
| 15 | 4 | 0.2% | |
| 11 | 4 | 0.2% | |
| 160 | 3 | 0.1% | |
| 203 | 3 | 0.1% | |
| 207 | 3 | 0.1% | |
| 483 | 3 | 0.1% | |
| 166 | 3 | 0.1% | |
| Other values (1269) | 1342 | 65.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 666 | 32.6% | |
| 2 | 1 | 0.0% | |
| 7 | 1 | 0.0% | |
| 9 | 1 | 0.0% | |
| 10 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 133288 | 1 | 0.0% | |
| 135059 | 1 | 0.0% | |
| 136202 | 1 | 0.0% | |
| 140337 | 1 | 0.0% | |
| 153162 | 1 | 0.0% |
Parking_Capital_Outlay
Numeric
| Distinct count | 46 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.2186 |
|---|---|
| Minimum | 0 |
| Maximum | 3742 |
| Zeros (%) | 97.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3742 |
| Range | 3742 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 118.81 |
|---|---|
| Coef of variation | 12.888 |
| Kurtosis | 627.98 |
| Mean | 9.2186 |
| MAD | 18.029 |
| Skewness | 23.014 |
| Sum | 18806 |
| Variance | 14117 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1993 | 97.7% | |
| 3 | 2 | 0.1% | |
| 88 | 2 | 0.1% | |
| 49 | 1 | 0.0% | |
| 164 | 1 | 0.0% | |
| 155 | 1 | 0.0% | |
| 121 | 1 | 0.0% | |
| 114 | 1 | 0.0% | |
| 75 | 1 | 0.0% | |
| 68 | 1 | 0.0% | |
| Other values (36) | 36 | 1.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1993 | 97.7% | |
| 3 | 2 | 0.1% | |
| 6 | 1 | 0.0% | |
| 8 | 1 | 0.0% | |
| 11 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 735 | 1 | 0.0% | |
| 808 | 1 | 0.0% | |
| 1672 | 1 | 0.0% | |
| 2698 | 1 | 0.0% | |
| 3742 | 1 | 0.0% |
Parking_Construction
Highly correlated
This variable is highly correlated with Parking_Capital_Outlay and should be ignored for analysis
| Correlation | 0.93801 |
|---|
Parking_Current_Exp
Highly correlated
This variable is highly correlated with Parking_Direct_Expend and should be ignored for analysis
| Correlation | 0.99863 |
|---|
Parking_Direct_Expend
Highly correlated
This variable is highly correlated with Parking_Total_Expend and should be ignored for analysis
| Correlation | 0.99981 |
|---|
Parking_IG_Local_Govts
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0093 |
|---|---|
| Minimum | 0 |
| Maximum | 1526 |
| Zeros (%) | 99.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1526 |
| Range | 1526 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 34.254 |
|---|---|
| Coef of variation | 33.938 |
| Kurtosis | 1930.5 |
| Mean | 1.0093 |
| MAD | 2.0048 |
| Skewness | 43.489 |
| Sum | 2059 |
| Variance | 1173.3 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2026 | 99.3% | |
| 21 | 3 | 0.1% | |
| 23 | 2 | 0.1% | |
| 1526 | 1 | 0.0% | |
| 241 | 1 | 0.0% | |
| 47 | 1 | 0.0% | |
| 29 | 1 | 0.0% | |
| 26 | 1 | 0.0% | |
| 24 | 1 | 0.0% | |
| 22 | 1 | 0.0% | |
| Other values (2) | 2 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2026 | 99.3% | |
| 17 | 1 | 0.0% | |
| 18 | 1 | 0.0% | |
| 21 | 3 | 0.1% | |
| 22 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 26 | 1 | 0.0% | |
| 29 | 1 | 0.0% | |
| 47 | 1 | 0.0% | |
| 241 | 1 | 0.0% | |
| 1526 | 1 | 0.0% |
Parking_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Parking_Total_Expend
Numeric
| Distinct count | 93 |
|---|---|
| Unique (%) | 4.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 204.64 |
|---|---|
| Minimum | 0 |
| Maximum | 31179 |
| Zeros (%) | 95.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 31179 |
| Range | 31179 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1768.9 |
|---|---|
| Coef of variation | 8.6439 |
| Kurtosis | 205.67 |
| Mean | 204.64 |
| MAD | 390.96 |
| Skewness | 13.755 |
| Sum | 417467 |
| Variance | 3129000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1946 | 95.4% | |
| 3239 | 2 | 0.1% | |
| 7373 | 2 | 0.1% | |
| 918 | 1 | 0.0% | |
| 2945 | 1 | 0.0% | |
| 6703 | 1 | 0.0% | |
| 2617 | 1 | 0.0% | |
| 2642 | 1 | 0.0% | |
| 2984 | 1 | 0.0% | |
| 27245 | 1 | 0.0% | |
| Other values (83) | 83 | 4.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1946 | 95.4% | |
| 6 | 1 | 0.0% | |
| 47 | 1 | 0.0% | |
| 49 | 1 | 0.0% | |
| 172 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 27069 | 1 | 0.0% | |
| 27079 | 1 | 0.0% | |
| 27245 | 1 | 0.0% | |
| 28970 | 1 | 0.0% | |
| 31179 | 1 | 0.0% |
Parks___Rec_Cap_Outlay
Numeric
| Distinct count | 1927 |
|---|---|
| Unique (%) | 94.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16592 |
|---|---|
| Minimum | 0 |
| Maximum | 515787 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 390 |
| Q1 | 2070 |
| Median | 5845.5 |
| Q3 | 17289 |
| 95-th percentile | 74215 |
| Maximum | 515787 |
| Range | 515787 |
| Interquartile range | 15219 |
Descriptive statistics
| Standard deviation | 31754 |
|---|---|
| Coef of variation | 1.9139 |
| Kurtosis | 48.556 |
| Mean | 16592 |
| MAD | 17394 |
| Skewness | 5.372 |
| Sum | 33846664 |
| Variance | 1008300000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 618 | 4 | 0.2% | |
| 2920 | 3 | 0.1% | |
| 310 | 3 | 0.1% | |
| 3807 | 3 | 0.1% | |
| 781 | 3 | 0.1% | |
| 0 | 2 | 0.1% | |
| 773 | 2 | 0.1% | |
| 430 | 2 | 0.1% | |
| 3872 | 2 | 0.1% | |
| 6573 | 2 | 0.1% | |
| Other values (1917) | 2014 | 98.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 5 | 1 | 0.0% | |
| 11 | 1 | 0.0% | |
| 26 | 1 | 0.0% | |
| 42 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 241522 | 1 | 0.0% | |
| 263565 | 1 | 0.0% | |
| 286014 | 1 | 0.0% | |
| 353327 | 1 | 0.0% | |
| 515787 | 1 | 0.0% |
Parks___Rec_Construct
Highly correlated
This variable is highly correlated with Parks___Rec_Cap_Outlay and should be ignored for analysis
| Correlation | 0.91883 |
|---|
Parks___Rec_Current_Exp
Highly correlated
This variable is highly correlated with Parks___Rec_Direct_Exp and should be ignored for analysis
| Correlation | 0.95071 |
|---|
Parks___Rec_Direct_Exp
Highly correlated
This variable is highly correlated with Parks___Rec_Total_Exp and should be ignored for analysis
| Correlation | 0.96636 |
|---|
Parks___Rec_IG_Loc_Govts
Numeric
| Distinct count | 1571 |
|---|---|
| Unique (%) | 77.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11543 |
|---|---|
| Minimum | 0 |
| Maximum | 467867 |
| Zeros (%) | 15.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 272 |
| Median | 1988.5 |
| Q3 | 9048.5 |
| 95-th percentile | 53252 |
| Maximum | 467867 |
| Range | 467867 |
| Interquartile range | 8776.5 |
Descriptive statistics
| Standard deviation | 29995 |
|---|---|
| Coef of variation | 2.5987 |
| Kurtosis | 62.731 |
| Mean | 11543 |
| MAD | 14672 |
| Skewness | 6.4726 |
| Sum | 23546965 |
| Variance | 899720000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 310 | 15.2% | |
| 495 | 4 | 0.2% | |
| 159 | 4 | 0.2% | |
| 100 | 4 | 0.2% | |
| 125 | 3 | 0.1% | |
| 1248 | 3 | 0.1% | |
| 77 | 3 | 0.1% | |
| 703 | 3 | 0.1% | |
| 1 | 3 | 0.1% | |
| 261 | 3 | 0.1% | |
| Other values (1561) | 1700 | 83.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 310 | 15.2% | |
| 1 | 3 | 0.1% | |
| 2 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 4 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 244063 | 1 | 0.0% | |
| 246059 | 1 | 0.0% | |
| 354339 | 1 | 0.0% | |
| 412871 | 1 | 0.0% | |
| 467867 | 1 | 0.0% |
Parks___Rec_IG_To_Sta
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Parks___Rec_Total_Exp
Numeric
| Distinct count | 2029 |
|---|---|
| Unique (%) | 99.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 79532 |
|---|---|
| Minimum | 0 |
| Maximum | 949480 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5790.4 |
| Q1 | 17806 |
| Median | 41371 |
| Q3 | 95462 |
| 95-th percentile | 282710 |
| Maximum | 949480 |
| Range | 949480 |
| Interquartile range | 77655 |
Descriptive statistics
| Standard deviation | 104460 |
|---|---|
| Coef of variation | 1.3134 |
| Kurtosis | 11.543 |
| Mean | 79532 |
| MAD | 69229 |
| Skewness | 2.9408 |
| Sum | 162244607 |
| Variance | 10911000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 24992 | 2 | 0.1% | |
| 13556 | 2 | 0.1% | |
| 14401 | 2 | 0.1% | |
| 3631 | 2 | 0.1% | |
| 28868 | 2 | 0.1% | |
| 22216 | 2 | 0.1% | |
| 15045 | 2 | 0.1% | |
| 29576 | 2 | 0.1% | |
| 12053 | 2 | 0.1% | |
| 5416 | 2 | 0.1% | |
| Other values (2019) | 2020 | 99.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.0% | |
| 1816 | 1 | 0.0% | |
| 2013 | 1 | 0.0% | |
| 2078 | 1 | 0.0% | |
| 2093 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 721229 | 1 | 0.0% | |
| 726422 | 1 | 0.0% | |
| 738523 | 1 | 0.0% | |
| 811686 | 1 | 0.0% | |
| 949480 | 1 | 0.0% |
Police_Prot_Cap_Outlay
Numeric
| Distinct count | 1905 |
|---|---|
| Unique (%) | 93.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9365.3 |
|---|---|
| Minimum | 0 |
| Maximum | 133144 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 385.95 |
| Q1 | 1924.8 |
| Median | 4818 |
| Q3 | 11418 |
| 95-th percentile | 34274 |
| Maximum | 133144 |
| Range | 133144 |
| Interquartile range | 9493.2 |
Descriptive statistics
| Standard deviation | 12750 |
|---|---|
| Coef of variation | 1.3614 |
| Kurtosis | 15.997 |
| Mean | 9365.3 |
| MAD | 8290.1 |
| Skewness | 3.2815 |
| Sum | 19105246 |
| Variance | 162550000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.5% | |
| 2691 | 4 | 0.2% | |
| 33617 | 3 | 0.1% | |
| 1913 | 3 | 0.1% | |
| 807 | 3 | 0.1% | |
| 6519 | 3 | 0.1% | |
| 913 | 3 | 0.1% | |
| 4819 | 2 | 0.1% | |
| 2908 | 2 | 0.1% | |
| 839 | 2 | 0.1% | |
| Other values (1895) | 2005 | 98.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.5% | |
| 1 | 1 | 0.0% | |
| 2 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 7 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 97968 | 1 | 0.0% | |
| 98533 | 1 | 0.0% | |
| 98667 | 1 | 0.0% | |
| 115318 | 1 | 0.0% | |
| 133144 | 1 | 0.0% |
Police_Prot_Construct
Numeric
| Distinct count | 1097 |
|---|---|
| Unique (%) | 53.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1924.7 |
|---|---|
| Minimum | 0 |
| Maximum | 96076 |
| Zeros (%) | 20.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| Median | 239.5 |
| Q3 | 1462 |
| 95-th percentile | 8990.8 |
| Maximum | 96076 |
| Range | 96076 |
| Interquartile range | 1455 |
Descriptive statistics
| Standard deviation | 5240.3 |
|---|---|
| Coef of variation | 2.7227 |
| Kurtosis | 75.879 |
| Mean | 1924.7 |
| MAD | 2527.8 |
| Skewness | 6.9147 |
| Sum | 3926337 |
| Variance | 27460000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 419 | 20.5% | |
| 1 | 18 | 0.9% | |
| 2 | 17 | 0.8% | |
| 6 | 14 | 0.7% | |
| 3 | 13 | 0.6% | |
| 8 | 13 | 0.6% | |
| 10 | 13 | 0.6% | |
| 15 | 11 | 0.5% | |
| 4 | 10 | 0.5% | |
| 5 | 10 | 0.5% | |
| Other values (1087) | 1502 | 73.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 419 | 20.5% | |
| 1 | 18 | 0.9% | |
| 2 | 17 | 0.8% | |
| 3 | 13 | 0.6% | |
| 4 | 10 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40047 | 1 | 0.0% | |
| 43162 | 1 | 0.0% | |
| 54081 | 1 | 0.0% | |
| 54689 | 1 | 0.0% | |
| 96076 | 1 | 0.0% |
Police_Prot_Current_Exp
Highly correlated
This variable is highly correlated with Police_Prot_Direct_Exp and should be ignored for analysis
| Correlation | 0.99904 |
|---|
Police_Prot_Direct_Exp
Highly correlated
This variable is highly correlated with Police_Prot_Total_Exp and should be ignored for analysis
| Correlation | 0.98575 |
|---|
Police_Prot_IG_Loc_Govts
Numeric
| Distinct count | 1531 |
|---|---|
| Unique (%) | 75.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17674 |
|---|---|
| Minimum | 0 |
| Maximum | 389140 |
| Zeros (%) | 18.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 137.75 |
| Median | 2831.5 |
| Q3 | 14792 |
| 95-th percentile | 87260 |
| Maximum | 389140 |
| Range | 389140 |
| Interquartile range | 14654 |
Descriptive statistics
| Standard deviation | 41085 |
|---|---|
| Coef of variation | 2.3246 |
| Kurtosis | 28.477 |
| Mean | 17674 |
| MAD | 22238 |
| Skewness | 4.713 |
| Sum | 36054349 |
| Variance | 1688000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 382 | 18.7% | |
| 72 | 7 | 0.3% | |
| 456 | 5 | 0.2% | |
| 500 | 5 | 0.2% | |
| 48 | 4 | 0.2% | |
| 103 | 4 | 0.2% | |
| 104 | 4 | 0.2% | |
| 67 | 4 | 0.2% | |
| 1 | 4 | 0.2% | |
| 2 | 4 | 0.2% | |
| Other values (1521) | 1617 | 79.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 382 | 18.7% | |
| 1 | 4 | 0.2% | |
| 2 | 4 | 0.2% | |
| 3 | 1 | 0.0% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 356384 | 1 | 0.0% | |
| 361845 | 1 | 0.0% | |
| 372970 | 1 | 0.0% | |
| 376864 | 1 | 0.0% | |
| 389140 | 1 | 0.0% |
Police_Prot_IG_To_Sta
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Police_Prot_Total_Exp
Highly correlated
This variable is highly correlated with Total_Highways_Current_Exp and should be ignored for analysis
| Correlation | 0.90019 |
|---|
Population
Numeric
| Distinct count | 920 |
|---|---|
| Unique (%) | 45.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5240200 |
|---|---|
| Minimum | 376170 |
| Maximum | 39144818 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 376170 |
|---|---|
| 5-th percentile | 594340 |
| Q1 | 1314200 |
| Median | 3532600 |
| Q3 | 6084700 |
| 95-th percentile | 17833000 |
| Maximum | 39144818 |
| Range | 38768648 |
| Interquartile range | 4770400 |
Descriptive statistics
| Standard deviation | 5855600 |
|---|---|
| Coef of variation | 1.1174 |
| Kurtosis | 8.7267 |
| Mean | 5240200 |
| MAD | 3893500 |
| Skewness | 2.6178 |
| Sum | 10690061037 |
| Variance | 34288000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 1844128 | 5 | 0.2% | |
| 4425092 | 5 | 0.2% | |
| 1330608 | 5 | 0.2% | |
| 2992333 | 5 | 0.2% | |
| 738432 | 5 | 0.2% | |
| 2911641 | 5 | 0.2% | |
| 756927 | 5 | 0.2% | |
| 4896146 | 5 | 0.2% | |
| 20271272 | 5 | 0.2% | |
| 19795791 | 5 | 0.2% | |
| Other values (910) | 1990 | 97.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 376170 | 1 | 0.0% | |
| 381695 | 1 | 0.0% | |
| 401851 | 3 | 0.1% | |
| 403436 | 2 | 0.1% | |
| 413354 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 35885415 | 2 | 0.1% | |
| 36132147 | 1 | 0.0% | |
| 36249872 | 2 | 0.1% | |
| 36377534 | 2 | 0.1% | |
| 39144818 | 5 | 0.2% |
Prop_Sale_Hous_Com_Dev
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.8637 |
|---|
| 0 | |
|---|---|
| 3802 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2039 | 100.0% | |
| 3802 | 1 | 0.0% |
Prop_Sale_Other
Highly correlated
This variable is highly correlated with Prop_Sale_Total and should be ignored for analysis
| Correlation | 1 |
|---|
Prop_Sale_Total
Numeric
| Distinct count | 1665 |
|---|---|
| Unique (%) | 81.6% |
| Missing (%) | 0.1% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10011 |
|---|---|
| Minimum | 0 |
| Maximum | 373740 |
| Zeros (%) | 7.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 458 |
| Median | 1967 |
| Q3 | 6166 |
| 95-th percentile | 46606 |
| Maximum | 373740 |
| Range | 373740 |
| Interquartile range | 5708 |
Descriptive statistics
| Standard deviation | 30720 |
|---|---|
| Coef of variation | 3.0687 |
| Kurtosis | 56.322 |
| Mean | 10011 |
| MAD | 12887 |
| Skewness | 6.7993 |
| Sum | 20392000 |
| Variance | 943720000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 144 | 7.1% | |
| 1.0 | 7 | 0.3% | |
| 109.0 | 5 | 0.2% | |
| 2.0 | 4 | 0.2% | |
| 31.0 | 4 | 0.2% | |
| 399.0 | 4 | 0.2% | |
| 46.0 | 4 | 0.2% | |
| 311.0 | 4 | 0.2% | |
| 3.0 | 4 | 0.2% | |
| 197.0 | 4 | 0.2% | |
| Other values (1654) | 1853 | 90.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 144 | 7.1% | |
| 1.0 | 7 | 0.3% | |
| 2.0 | 4 | 0.2% | |
| 3.0 | 4 | 0.2% | |
| 5.0 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 302670.0 | 1 | 0.0% | |
| 302813.0 | 1 | 0.0% | |
| 356489.0 | 1 | 0.0% | |
| 357750.0 | 1 | 0.0% | |
| 373736.0 | 1 | 0.0% |
Property_Tax
Numeric
| Distinct count | 1579 |
|---|---|
| Unique (%) | 77.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 189660 |
|---|---|
| Minimum | 0 |
| Maximum | 3870605 |
| Zeros (%) | 20.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 189 |
| Median | 15852 |
| Q3 | 117890 |
| 95-th percentile | 1008900 |
| Maximum | 3870605 |
| Range | 3870605 |
| Interquartile range | 117700 |
Descriptive statistics
| Standard deviation | 469210 |
|---|---|
| Coef of variation | 2.4739 |
| Kurtosis | 17.645 |
| Mean | 189660 |
| MAD | 260510 |
| Skewness | 3.9296 |
| Sum | 386909593 |
| Variance | 220150000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 420 | 20.6% | |
| 12 | 17 | 0.8% | |
| 147 | 4 | 0.2% | |
| 70 | 3 | 0.1% | |
| 3910 | 2 | 0.1% | |
| 4967 | 2 | 0.1% | |
| 76 | 2 | 0.1% | |
| 2398 | 2 | 0.1% | |
| 78 | 2 | 0.1% | |
| 4431 | 2 | 0.1% | |
| Other values (1569) | 1584 | 77.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 420 | 20.6% | |
| 2 | 1 | 0.0% | |
| 4 | 1 | 0.0% | |
| 11 | 1 | 0.0% | |
| 12 | 17 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3353597 | 1 | 0.0% | |
| 3375264 | 1 | 0.0% | |
| 3611595 | 1 | 0.0% | |
| 3842945 | 1 | 0.0% | |
| 3870605 | 1 | 0.0% |
Prot_Insp_Cap_Outlay
Numeric
| Distinct count | 1454 |
|---|---|
| Unique (%) | 71.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2145.6 |
|---|---|
| Minimum | 0 |
| Maximum | 48320 |
| Zeros (%) | 1.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 75.95 |
| Q1 | 330.25 |
| Median | 852 |
| Q3 | 1908.8 |
| 95-th percentile | 8680.7 |
| Maximum | 48320 |
| Range | 48320 |
| Interquartile range | 1578.5 |
Descriptive statistics
| Standard deviation | 4293.2 |
|---|---|
| Coef of variation | 2.0009 |
| Kurtosis | 33.612 |
| Mean | 2145.6 |
| MAD | 2204.4 |
| Skewness | 5.1053 |
| Sum | 4377044 |
| Variance | 18432000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 27 | 1.3% | |
| 185 | 6 | 0.3% | |
| 408 | 5 | 0.2% | |
| 46 | 5 | 0.2% | |
| 567 | 5 | 0.2% | |
| 293 | 5 | 0.2% | |
| 216 | 5 | 0.2% | |
| 246 | 5 | 0.2% | |
| 431 | 5 | 0.2% | |
| 140 | 5 | 0.2% | |
| Other values (1444) | 1967 | 96.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 27 | 1.3% | |
| 1 | 1 | 0.0% | |
| 2 | 2 | 0.1% | |
| 3 | 1 | 0.0% | |
| 5 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 36166 | 1 | 0.0% | |
| 38996 | 1 | 0.0% | |
| 40885 | 1 | 0.0% | |
| 45060 | 1 | 0.0% | |
| 48320 | 1 | 0.0% |
Prot_Insp_Construction
Numeric
| Distinct count | 446 |
|---|---|
| Unique (%) | 21.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 460.76 |
|---|---|
| Minimum | 0 |
| Maximum | 27852 |
| Zeros (%) | 51.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 50 |
| 95-th percentile | 1457.1 |
| Maximum | 27852 |
| Range | 27852 |
| Interquartile range | 50 |
Descriptive statistics
| Standard deviation | 2333.3 |
|---|---|
| Coef of variation | 5.0641 |
| Kurtosis | 66.667 |
| Mean | 460.76 |
| MAD | 763.79 |
| Skewness | 7.8044 |
| Sum | 939947 |
| Variance | 5444400 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1058 | 51.9% | |
| 1 | 42 | 2.1% | |
| 2 | 37 | 1.8% | |
| 7 | 27 | 1.3% | |
| 5 | 26 | 1.3% | |
| 3 | 25 | 1.2% | |
| 4 | 19 | 0.9% | |
| 10 | 17 | 0.8% | |
| 15 | 17 | 0.8% | |
| 14 | 14 | 0.7% | |
| Other values (436) | 758 | 37.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1058 | 51.9% | |
| 1 | 42 | 2.1% | |
| 2 | 37 | 1.8% | |
| 3 | 25 | 1.2% | |
| 4 | 19 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23151 | 1 | 0.0% | |
| 23774 | 1 | 0.0% | |
| 26381 | 1 | 0.0% | |
| 27398 | 1 | 0.0% | |
| 27852 | 1 | 0.0% |
Prot_Insp_Current_Exp
Highly correlated
This variable is highly correlated with Prot_Insp_Direct_Exp and should be ignored for analysis
| Correlation | 0.99989 |
|---|
Prot_Insp_Direct_Exp
Highly correlated
This variable is highly correlated with Prot_Insp_Total_Exp and should be ignored for analysis
| Correlation | 0.99929 |
|---|
Prot_Insp_IG_Local_Govts
Numeric
| Distinct count | 775 |
|---|---|
| Unique (%) | 38.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2926.3 |
|---|---|
| Minimum | 0 |
| Maximum | 111077 |
| Zeros (%) | 54.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 853 |
| 95-th percentile | 17144 |
| Maximum | 111077 |
| Range | 111077 |
| Interquartile range | 853 |
Descriptive statistics
| Standard deviation | 10033 |
|---|---|
| Coef of variation | 3.4284 |
| Kurtosis | 51.694 |
| Mean | 2926.3 |
| MAD | 4514.6 |
| Skewness | 6.4766 |
| Sum | 5969635 |
| Variance | 100650000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1107 | 54.3% | |
| 2 | 16 | 0.8% | |
| 1 | 11 | 0.5% | |
| 3 | 10 | 0.5% | |
| 4 | 5 | 0.2% | |
| 30 | 5 | 0.2% | |
| 6 | 5 | 0.2% | |
| 27 | 5 | 0.2% | |
| 19 | 4 | 0.2% | |
| 9 | 4 | 0.2% | |
| Other values (765) | 868 | 42.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1107 | 54.3% | |
| 1 | 11 | 0.5% | |
| 2 | 16 | 0.8% | |
| 3 | 10 | 0.5% | |
| 4 | 5 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 98414 | 1 | 0.0% | |
| 99829 | 1 | 0.0% | |
| 100970 | 1 | 0.0% | |
| 107349 | 1 | 0.0% | |
| 111077 | 1 | 0.0% |
Prot_Insp_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Prot_Insp_Total_Exp
Highly correlated
This variable is highly correlated with Natural_Res_Current_Exp and should be ignored for analysis
| Correlation | 0.90459 |
|---|
Public_Utility_License
Numeric
| Distinct count | 1120 |
|---|---|
| Unique (%) | 54.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9320.1 |
|---|---|
| Minimum | 0 |
| Maximum | 876698 |
| Zeros (%) | 38.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 542.5 |
| Q3 | 8051.2 |
| 95-th percentile | 33865 |
| Maximum | 876698 |
| Range | 876698 |
| Interquartile range | 8051.2 |
Descriptive statistics
| Standard deviation | 39494 |
|---|---|
| Coef of variation | 4.2374 |
| Kurtosis | 231.7 |
| Mean | 9320.1 |
| MAD | 12279 |
| Skewness | 13.84 |
| Sum | 19013068 |
| Variance | 1559700000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 780 | 38.2% | |
| 4 | 20 | 1.0% | |
| 5 | 15 | 0.7% | |
| 3 | 13 | 0.6% | |
| 6 | 10 | 0.5% | |
| 12 | 6 | 0.3% | |
| 7 | 5 | 0.2% | |
| 9 | 5 | 0.2% | |
| 8 | 5 | 0.2% | |
| 10 | 4 | 0.2% | |
| Other values (1110) | 1177 | 57.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 780 | 38.2% | |
| 1 | 1 | 0.0% | |
| 2 | 1 | 0.0% | |
| 3 | 13 | 0.6% | |
| 4 | 20 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 474429 | 1 | 0.0% | |
| 476323 | 1 | 0.0% | |
| 669928 | 1 | 0.0% | |
| 674660 | 1 | 0.0% | |
| 876698 | 1 | 0.0% |
Public_Utility_Tax
Numeric
| Distinct count | 1710 |
|---|---|
| Unique (%) | 83.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 178460 |
|---|---|
| Minimum | 0 |
| Maximum | 3170100 |
| Zeros (%) | 14.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2005 |
| Median | 23772 |
| Q3 | 154550 |
| 95-th percentile | 951550 |
| Maximum | 3170100 |
| Range | 3170100 |
| Interquartile range | 152540 |
Descriptive statistics
| Standard deviation | 377250 |
|---|---|
| Coef of variation | 2.1139 |
| Kurtosis | 18.152 |
| Mean | 178460 |
| MAD | 228770 |
| Skewness | 3.7181 |
| Sum | 364067021 |
| Variance | 142320000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 292 | 14.3% | |
| 300 | 5 | 0.2% | |
| 50 | 4 | 0.2% | |
| 49 | 4 | 0.2% | |
| 1536 | 3 | 0.1% | |
| 52 | 3 | 0.1% | |
| 1599 | 3 | 0.1% | |
| 19251 | 2 | 0.1% | |
| 2101 | 2 | 0.1% | |
| 1602 | 2 | 0.1% | |
| Other values (1700) | 1720 | 84.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 292 | 14.3% | |
| 12 | 1 | 0.0% | |
| 43 | 1 | 0.0% | |
| 44 | 1 | 0.0% | |
| 46 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3079200 | 1 | 0.0% | |
| 3122370 | 1 | 0.0% | |
| 3159400 | 1 | 0.0% | |
| 3162560 | 1 | 0.0% | |
| 3170100 | 1 | 0.0% |
Public_Welf_Cap_Outlay
Numeric
| Distinct count | 1800 |
|---|---|
| Unique (%) | 88.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6895.2 |
|---|---|
| Minimum | 0 |
| Maximum | 198460 |
| Zeros (%) | 0.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 151 |
| Q1 | 800.25 |
| Median | 2470.5 |
| Q3 | 7039.2 |
| 95-th percentile | 29661 |
| Maximum | 198460 |
| Range | 198460 |
| Interquartile range | 6239 |
Descriptive statistics
| Standard deviation | 12642 |
|---|---|
| Coef of variation | 1.8334 |
| Kurtosis | 43.42 |
| Mean | 6895.2 |
| MAD | 7266.2 |
| Skewness | 5.0741 |
| Sum | 14066290 |
| Variance | 159810000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 14 | 0.7% | |
| 739 | 4 | 0.2% | |
| 486 | 4 | 0.2% | |
| 577 | 4 | 0.2% | |
| 546 | 4 | 0.2% | |
| 825 | 4 | 0.2% | |
| 382 | 3 | 0.1% | |
| 669 | 3 | 0.1% | |
| 692 | 3 | 0.1% | |
| 203 | 3 | 0.1% | |
| Other values (1790) | 1994 | 97.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 14 | 0.7% | |
| 1 | 1 | 0.0% | |
| 4 | 2 | 0.1% | |
| 7 | 1 | 0.0% | |
| 8 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 103361 | 1 | 0.0% | |
| 105337 | 1 | 0.0% | |
| 108229 | 1 | 0.0% | |
| 128356 | 1 | 0.0% | |
| 198460 | 1 | 0.0% |
Public_Welf_Cash_Asst
Numeric
| Distinct count | 1907 |
|---|---|
| Unique (%) | 93.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 333440 |
|---|---|
| Minimum | 0 |
| Maximum | 8143212 |
| Zeros (%) | 6.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 46838 |
| Median | 128170 |
| Q3 | 349060 |
| 95-th percentile | 1190300 |
| Maximum | 8143212 |
| Range | 8143212 |
| Interquartile range | 302220 |
Descriptive statistics
| Standard deviation | 702160 |
|---|---|
| Coef of variation | 2.1058 |
| Kurtosis | 52.349 |
| Mean | 333440 |
| MAD | 345210 |
| Skewness | 6.429 |
| Sum | 680210391 |
| Variance | 493030000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 127 | 6.2% | |
| 113135 | 2 | 0.1% | |
| 38218 | 2 | 0.1% | |
| 136592 | 2 | 0.1% | |
| 154482 | 2 | 0.1% | |
| 29058 | 2 | 0.1% | |
| 95171 | 2 | 0.1% | |
| 53102 | 2 | 0.1% | |
| 808490 | 1 | 0.0% | |
| 60807 | 1 | 0.0% | |
| Other values (1897) | 1897 | 93.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 127 | 6.2% | |
| 139 | 1 | 0.0% | |
| 469 | 1 | 0.0% | |
| 496 | 1 | 0.0% | |
| 580 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7094398 | 1 | 0.0% | |
| 7228812 | 1 | 0.0% | |
| 7354467 | 1 | 0.0% | |
| 7786782 | 1 | 0.0% | |
| 8143212 | 1 | 0.0% |
Public_Welf_Construct
Numeric
| Distinct count | 1051 |
|---|---|
| Unique (%) | 51.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2616.9 |
|---|---|
| Minimum | 0 |
| Maximum | 197859 |
| Zeros (%) | 23.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| Median | 180 |
| Q3 | 1373.2 |
| 95-th percentile | 12995 |
| Maximum | 197859 |
| Range | 197859 |
| Interquartile range | 1370.2 |
Descriptive statistics
| Standard deviation | 9139.7 |
|---|---|
| Coef of variation | 3.4925 |
| Kurtosis | 145.51 |
| Mean | 2616.9 |
| MAD | 3699.9 |
| Skewness | 9.7576 |
| Sum | 5338557 |
| Variance | 83535000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 478 | 23.4% | |
| 7 | 14 | 0.7% | |
| 1 | 12 | 0.6% | |
| 2 | 12 | 0.6% | |
| 3 | 12 | 0.6% | |
| 4 | 12 | 0.6% | |
| 5 | 12 | 0.6% | |
| 12 | 11 | 0.5% | |
| 16 | 10 | 0.5% | |
| 22 | 10 | 0.5% | |
| Other values (1041) | 1457 | 71.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 478 | 23.4% | |
| 1 | 12 | 0.6% | |
| 2 | 12 | 0.6% | |
| 3 | 12 | 0.6% | |
| 4 | 12 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 95262 | 1 | 0.0% | |
| 101616 | 1 | 0.0% | |
| 102968 | 1 | 0.0% | |
| 126770 | 1 | 0.0% | |
| 197859 | 1 | 0.0% |
Public_Welf_Current_Exp
Highly correlated
This variable is highly correlated with Public_Welf_Direct_Exp and should be ignored for analysis
| Correlation | 0.99687 |
|---|
Public_Welf_Direct_Exp
Highly correlated
This variable is highly correlated with Public_Welf_Total_Exp and should be ignored for analysis
| Correlation | 0.97587 |
|---|
Public_Welf_Total_Exp
Highly correlated
This variable is highly correlated with Health_Total_Expend and should be ignored for analysis
| Correlation | 0.92118 |
|---|
Regular_Hwy_Cap_Outlay
Highly correlated
This variable is highly correlated with Regular_Hwy_Direct_Exp and should be ignored for analysis
| Correlation | 0.97161 |
|---|
Regular_Hwy_Construct
Highly correlated
This variable is highly correlated with Regular_Hwy_Cap_Outlay and should be ignored for analysis
| Correlation | 0.99714 |
|---|
Regular_Hwy_Current_Exp
Highly correlated
This variable is highly correlated with Regular_Hwy_Total_Exp and should be ignored for analysis
| Correlation | 0.92251 |
|---|
Regular_Hwy_Direct_Exp
Highly correlated
This variable is highly correlated with Regular_Hwy_Total_Exp and should be ignored for analysis
| Correlation | 0.97695 |
|---|
Regular_Hwy_IG_Loc_Govts
Numeric
| Distinct count | 1862 |
|---|---|
| Unique (%) | 91.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 218060 |
|---|---|
| Minimum | 0 |
| Maximum | 5209163 |
| Zeros (%) | 7.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 21618 |
| Median | 99461 |
| Q3 | 263840 |
| 95-th percentile | 766220 |
| Maximum | 5209163 |
| Range | 5209163 |
| Interquartile range | 242220 |
Descriptive statistics
| Standard deviation | 384500 |
|---|---|
| Coef of variation | 1.7633 |
| Kurtosis | 53.192 |
| Mean | 218060 |
| MAD | 213540 |
| Skewness | 5.9334 |
| Sum | 444837217 |
| Variance | 147840000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 144 | 7.1% | |
| 390 | 7 | 0.3% | |
| 380645 | 5 | 0.2% | |
| 16787 | 4 | 0.2% | |
| 2000 | 4 | 0.2% | |
| 16741 | 3 | 0.1% | |
| 19919 | 3 | 0.1% | |
| 13725 | 3 | 0.1% | |
| 3000 | 3 | 0.1% | |
| 187094 | 2 | 0.1% | |
| Other values (1852) | 1862 | 91.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 144 | 7.1% | |
| 24 | 1 | 0.0% | |
| 114 | 2 | 0.1% | |
| 134 | 1 | 0.0% | |
| 168 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3923294 | 1 | 0.0% | |
| 4095287 | 1 | 0.0% | |
| 4362488 | 1 | 0.0% | |
| 4714447 | 1 | 0.0% | |
| 5209163 | 1 | 0.0% |
Regular_Hwy_IG_To_Sta
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Regular_Hwy_Total_Exp
Highly correlated
This variable is highly correlated with Total_Highways_Current_Exp and should be ignored for analysis
| Correlation | 0.93528 |
|---|
Rents_and_Royalties
Numeric
| Distinct count | 1879 |
|---|---|
| Unique (%) | 92.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 88148 |
|---|---|
| Minimum | 0 |
| Maximum | 2427607 |
| Zeros (%) | 4.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12.75 |
| Q1 | 2837.8 |
| Median | 14176 |
| Q3 | 56203 |
| 95-th percentile | 513830 |
| Maximum | 2427607 |
| Range | 2427607 |
| Interquartile range | 53365 |
Descriptive statistics
| Standard deviation | 224830 |
|---|---|
| Coef of variation | 2.5506 |
| Kurtosis | 29.49 |
| Mean | 88148 |
| MAD | 115740 |
| Skewness | 4.8344 |
| Sum | 179822120 |
| Variance | 50549000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 100 | 4.9% | |
| 14 | 4 | 0.2% | |
| 165 | 3 | 0.1% | |
| 459 | 3 | 0.1% | |
| 262 | 3 | 0.1% | |
| 484 | 3 | 0.1% | |
| 6567 | 2 | 0.1% | |
| 245 | 2 | 0.1% | |
| 254 | 2 | 0.1% | |
| 149965 | 2 | 0.1% | |
| Other values (1869) | 1916 | 93.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 100 | 4.9% | |
| 5 | 1 | 0.0% | |
| 8 | 1 | 0.0% | |
| 13 | 1 | 0.0% | |
| 14 | 4 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1899995 | 1 | 0.0% | |
| 1933569 | 1 | 0.0% | |
| 2031518 | 1 | 0.0% | |
| 2180655 | 1 | 0.0% | |
| 2427607 | 1 | 0.0% |
ST_Debt_End_of_Year
Numeric
| Distinct count | 1374 |
|---|---|
| Unique (%) | 67.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 117490 |
|---|---|
| Minimum | 0 |
| Maximum | 10965000 |
| Zeros (%) | 29.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 5640.5 |
| Q3 | 50066 |
| 95-th percentile | 468770 |
| Maximum | 10965000 |
| Range | 10965000 |
| Interquartile range | 50066 |
Descriptive statistics
| Standard deviation | 580110 |
|---|---|
| Coef of variation | 4.9374 |
| Kurtosis | 187.87 |
| Mean | 117490 |
| MAD | 171030 |
| Skewness | 12.627 |
| Sum | 239686457 |
| Variance | 336530000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 595 | 29.2% | |
| 41200 | 4 | 0.2% | |
| 11 | 3 | 0.1% | |
| 210 | 3 | 0.1% | |
| 164 | 3 | 0.1% | |
| 10000 | 3 | 0.1% | |
| 90000 | 3 | 0.1% | |
| 80 | 3 | 0.1% | |
| 3000 | 3 | 0.1% | |
| 50000 | 3 | 0.1% | |
| Other values (1364) | 1417 | 69.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 595 | 29.2% | |
| 2 | 1 | 0.0% | |
| 5 | 3 | 0.1% | |
| 6 | 2 | 0.1% | |
| 7 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7500000 | 1 | 0.0% | |
| 7929173 | 1 | 0.0% | |
| 8569361 | 1 | 0.0% | |
| 10592530 | 1 | 0.0% | |
| 10965000 | 1 | 0.0% |
SW_Mgmt_Capital_Outlay
Numeric
| Distinct count | 722 |
|---|---|
| Unique (%) | 35.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3393.8 |
|---|---|
| Minimum | 0 |
| Maximum | 271085 |
| Zeros (%) | 49.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1.5 |
| Q3 | 370 |
| 95-th percentile | 15079 |
| Maximum | 271085 |
| Range | 271085 |
| Interquartile range | 370 |
Descriptive statistics
| Standard deviation | 16458 |
|---|---|
| Coef of variation | 4.8494 |
| Kurtosis | 111.13 |
| Mean | 3393.8 |
| MAD | 5626 |
| Skewness | 9.404 |
| Sum | 6923387 |
| Variance | 270860000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1006 | 49.3% | |
| 2 | 16 | 0.8% | |
| 1 | 14 | 0.7% | |
| 4 | 10 | 0.5% | |
| 16 | 8 | 0.4% | |
| 5 | 8 | 0.4% | |
| 12 | 8 | 0.4% | |
| 9 | 7 | 0.3% | |
| 20 | 7 | 0.3% | |
| 7 | 6 | 0.3% | |
| Other values (712) | 950 | 46.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1006 | 49.3% | |
| 1 | 14 | 0.7% | |
| 2 | 16 | 0.8% | |
| 3 | 5 | 0.2% | |
| 4 | 10 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 191161 | 1 | 0.0% | |
| 223049 | 1 | 0.0% | |
| 230886 | 1 | 0.0% | |
| 238361 | 1 | 0.0% | |
| 271085 | 1 | 0.0% |
SW_Mgmt_Construction
Highly correlated
This variable is highly correlated with SW_Mgmt_Capital_Outlay and should be ignored for analysis
| Correlation | 0.97347 |
|---|
SW_Mgmt_Current_Exp
Highly correlated
This variable is highly correlated with SW_Mgmt_Direct_Expend and should be ignored for analysis
| Correlation | 0.9884 |
|---|
SW_Mgmt_Direct_Expend
Highly correlated
This variable is highly correlated with SW_Mgmt_Total_Expend and should be ignored for analysis
| Correlation | 0.91795 |
|---|
SW_Mgmt_IG_Local_Govts
Numeric
| Distinct count | 658 |
|---|---|
| Unique (%) | 32.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5321 |
|---|---|
| Minimum | 0 |
| Maximum | 1353799 |
| Zeros (%) | 64.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 748.5 |
| 95-th percentile | 24939 |
| Maximum | 1353799 |
| Range | 1353799 |
| Interquartile range | 748.5 |
Descriptive statistics
| Standard deviation | 51567 |
|---|---|
| Coef of variation | 9.6913 |
| Kurtosis | 614.36 |
| Mean | 5321 |
| MAD | 8787.8 |
| Skewness | 24.25 |
| Sum | 10854741 |
| Variance | 2659200000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1313 | 64.4% | |
| 3 | 9 | 0.4% | |
| 1 | 5 | 0.2% | |
| 4 | 5 | 0.2% | |
| 2 | 4 | 0.2% | |
| 54 | 4 | 0.2% | |
| 23 | 3 | 0.1% | |
| 34 | 3 | 0.1% | |
| 58 | 3 | 0.1% | |
| 343 | 3 | 0.1% | |
| Other values (648) | 688 | 33.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1313 | 64.4% | |
| 1 | 5 | 0.2% | |
| 2 | 4 | 0.2% | |
| 3 | 9 | 0.4% | |
| 4 | 5 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 120737 | 1 | 0.0% | |
| 134673 | 1 | 0.0% | |
| 1267822 | 1 | 0.0% | |
| 1324324 | 1 | 0.0% | |
| 1353799 | 1 | 0.0% |
SW_Mgmt_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
SW_Mgmt_Total_Expend
Highly correlated
This variable is highly correlated with Welf_NEC_IG_Local_Govts and should be ignored for analysis
| Correlation | 0.92299 |
|---|
Severance_Tax
Numeric
| Distinct count | 1315 |
|---|---|
| Unique (%) | 64.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 145300 |
|---|---|
| Minimum | 0 |
| Maximum | 6939040 |
| Zeros (%) | 33.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2787 |
| Q3 | 73509 |
| 95-th percentile | 792660 |
| Maximum | 6939040 |
| Range | 6939040 |
| Interquartile range | 73509 |
Descriptive statistics
| Standard deviation | 469490 |
|---|---|
| Coef of variation | 3.2312 |
| Kurtosis | 66.447 |
| Mean | 145300 |
| MAD | 209570 |
| Skewness | 7.0354 |
| Sum | 296403100 |
| Variance | 220420000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 689 | 33.8% | |
| 26 | 4 | 0.2% | |
| 1334 | 3 | 0.1% | |
| 33 | 3 | 0.1% | |
| 61 | 3 | 0.1% | |
| 21 | 3 | 0.1% | |
| 1013 | 3 | 0.1% | |
| 652 | 3 | 0.1% | |
| 1889 | 2 | 0.1% | |
| 1131 | 2 | 0.1% | |
| Other values (1305) | 1325 | 65.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 689 | 33.8% | |
| 1 | 2 | 0.1% | |
| 2 | 2 | 0.1% | |
| 3 | 1 | 0.0% | |
| 5 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4238789 | 1 | 0.0% | |
| 4647848 | 1 | 0.0% | |
| 5787360 | 1 | 0.0% | |
| 6014350 | 1 | 0.0% | |
| 6939040 | 1 | 0.0% |
Sewerage_Cap_Outlay
Highly correlated
This variable is highly correlated with Sewerage_Direct_Expend and should be ignored for analysis
| Correlation | 0.90605 |
|---|
Sewerage_Construction
Highly correlated
This variable is highly correlated with Sewerage_Cap_Outlay and should be ignored for analysis
| Correlation | 0.9995 |
|---|
Sewerage_Current_Exp
Numeric
| Distinct count | 924 |
|---|---|
| Unique (%) | 45.3% |
| Missing (%) | 1.4% |
| Missing (n) | 28 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10852 |
|---|---|
| Minimum | 0 |
| Maximum | 483700 |
| Zeros (%) | 51.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 4679.8 |
| 95-th percentile | 70754 |
| Maximum | 483700 |
| Range | 483700 |
| Interquartile range | 4679.8 |
Descriptive statistics
| Standard deviation | 32578 |
|---|---|
| Coef of variation | 3.0021 |
| Kurtosis | 39.252 |
| Mean | 10852 |
| MAD | 16203 |
| Skewness | 5.2074 |
| Sum | 21834000 |
| Variance | 1061400000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1045 | 51.2% | |
| 17.0 | 4 | 0.2% | |
| 1.0 | 4 | 0.2% | |
| 238.0 | 3 | 0.1% | |
| 28.0 | 3 | 0.1% | |
| 488.0 | 3 | 0.1% | |
| 8.0 | 3 | 0.1% | |
| 389.0 | 2 | 0.1% | |
| 79.0 | 2 | 0.1% | |
| 328.0 | 2 | 0.1% | |
| Other values (913) | 941 | 46.1% | |
| (Missing) | 28 | 1.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1045 | 51.2% | |
| 1.0 | 4 | 0.2% | |
| 2.0 | 1 | 0.0% | |
| 3.0 | 1 | 0.0% | |
| 5.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 220345.0 | 1 | 0.0% | |
| 229362.0 | 1 | 0.0% | |
| 244149.0 | 1 | 0.0% | |
| 337514.0 | 1 | 0.0% | |
| 483700.0 | 1 | 0.0% |
Sewerage_Direct_Expend
Highly correlated
This variable is highly correlated with Sewerage_Total_Expend and should be ignored for analysis
| Correlation | 0.9084 |
|---|
Sewerage_IG_Local_Govts
Numeric
| Distinct count | 946 |
|---|---|
| Unique (%) | 46.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14461 |
|---|---|
| Minimum | 0 |
| Maximum | 500774 |
| Zeros (%) | 52.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 9853 |
| 95-th percentile | 93245 |
| Maximum | 500774 |
| Range | 500774 |
| Interquartile range | 9853 |
Descriptive statistics
| Standard deviation | 35935 |
|---|---|
| Coef of variation | 2.485 |
| Kurtosis | 29.562 |
| Mean | 14461 |
| MAD | 20521 |
| Skewness | 4.3966 |
| Sum | 29500381 |
| Variance | 1291300000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1070 | 52.5% | |
| 13543 | 2 | 0.1% | |
| 182 | 2 | 0.1% | |
| 233 | 2 | 0.1% | |
| 367 | 2 | 0.1% | |
| 7452 | 2 | 0.1% | |
| 134 | 2 | 0.1% | |
| 377 | 2 | 0.1% | |
| 21 | 2 | 0.1% | |
| 19 | 2 | 0.1% | |
| Other values (936) | 952 | 46.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1070 | 52.5% | |
| 1 | 2 | 0.1% | |
| 2 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 5 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 274239 | 1 | 0.0% | |
| 281317 | 1 | 0.0% | |
| 287087 | 1 | 0.0% | |
| 307598 | 1 | 0.0% | |
| 500774 | 1 | 0.0% |
Sewerage_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Sewerage_Total_Expend
Numeric
| Distinct count | 1271 |
|---|---|
| Unique (%) | 62.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 34907 |
|---|---|
| Minimum | 0 |
| Maximum | 984474 |
| Zeros (%) | 36.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2770 |
| Q3 | 27591 |
| 95-th percentile | 179040 |
| Maximum | 984474 |
| Range | 984474 |
| Interquartile range | 27591 |
Descriptive statistics
| Standard deviation | 84593 |
|---|---|
| Coef of variation | 2.4234 |
| Kurtosis | 28.103 |
| Mean | 34907 |
| MAD | 46531 |
| Skewness | 4.6122 |
| Sum | 71210587 |
| Variance | 7155900000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 736 | 36.1% | |
| 17 | 4 | 0.2% | |
| 8 | 3 | 0.1% | |
| 19016 | 2 | 0.1% | |
| 238 | 2 | 0.1% | |
| 134 | 2 | 0.1% | |
| 233 | 2 | 0.1% | |
| 19109 | 2 | 0.1% | |
| 194 | 2 | 0.1% | |
| 79 | 2 | 0.1% | |
| Other values (1261) | 1283 | 62.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 736 | 36.1% | |
| 1 | 2 | 0.1% | |
| 3 | 2 | 0.1% | |
| 4 | 1 | 0.0% | |
| 5 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 666507 | 1 | 0.0% | |
| 718648 | 1 | 0.0% | |
| 740550 | 1 | 0.0% | |
| 769719 | 1 | 0.0% | |
| 984474 | 1 | 0.0% |
Sinking_Fd_Cash___Sec
Highly correlated
This variable is highly correlated with LTD_Out_Private_Purp and should be ignored for analysis
| Correlation | 0.9673 |
|---|
Special_Assessments
Numeric
| Distinct count | 362 |
|---|---|
| Unique (%) | 17.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3048.1 |
|---|---|
| Minimum | 0 |
| Maximum | 412581 |
| Zeros (%) | 81.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 10645 |
| Maximum | 412581 |
| Range | 412581 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 23125 |
|---|---|
| Coef of variation | 7.5868 |
| Kurtosis | 211.29 |
| Mean | 3048.1 |
| MAD | 5342.8 |
| Skewness | 13.854 |
| Sum | 6218059 |
| Variance | 534770000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1664 | 81.6% | |
| 5576 | 2 | 0.1% | |
| 5 | 2 | 0.1% | |
| 2091 | 2 | 0.1% | |
| 63 | 2 | 0.1% | |
| 71 | 2 | 0.1% | |
| 78 | 2 | 0.1% | |
| 117 | 2 | 0.1% | |
| 163 | 2 | 0.1% | |
| 172 | 2 | 0.1% | |
| Other values (352) | 358 | 17.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1664 | 81.6% | |
| 2 | 1 | 0.0% | |
| 5 | 2 | 0.1% | |
| 11 | 1 | 0.0% | |
| 16 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 334320 | 1 | 0.0% | |
| 360530 | 1 | 0.0% | |
| 394122 | 1 | 0.0% | |
| 407944 | 1 | 0.0% | |
| 412581 | 1 | 0.0% |
State
Categorical
| Distinct count | 51 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| IOWA | 40 |
|---|---|
| KANSAS | 40 |
| MARYLAND | 40 |
| Other values (48) |
| Value | Count | Frequency (%) | |
| IOWA | 40 | 2.0% | |
| KANSAS | 40 | 2.0% | |
| MARYLAND | 40 | 2.0% | |
| DELAWARE | 40 | 2.0% | |
| KENTUCKY | 40 | 2.0% | |
| GEORGIA | 40 | 2.0% | |
| CALIFORNIA | 40 | 2.0% | |
| ARKANSAS | 40 | 2.0% | |
| MISSISSIPPI | 40 | 2.0% | |
| NEBRASKA | 40 | 2.0% | |
| Other values (41) | 1640 | 80.4% |
State_Code
Highly correlated
This variable is highly correlated with ID and should be ignored for analysis
| Correlation | 1 |
|---|
State_IGR_Education
Highly correlated
This variable is highly correlated with Total_State_IG_Revenue and should be ignored for analysis
| Correlation | 1 |
|---|
State_IGR_Gen_Sup
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 2.5% |
| Missing (n) | 51 |
| Mean | 0 |
|---|
| 0.0 | |
|---|---|
| (Missing) | 51 |
| Value | Count | Frequency (%) | |
| 0.0 | 1989 | 97.5% | |
| (Missing) | 51 | 2.5% |
State_IGR_Health___Hos
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
State_IGR_Highways
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
State_IGR_Hous_Com_Dev
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
State_IGR_Oth_Gen_Sup
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
State_IGR_Other
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
State_IGR_Public_Welf
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
State_IGR_Sewerage
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
State_IGR_Tax_Relief
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
State_IGR_Transit_Sub
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Taxes_NEC
Numeric
| Distinct count | 609 |
|---|---|
| Unique (%) | 29.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12063 |
|---|---|
| Minimum | 0 |
| Maximum | 1620364 |
| Zeros (%) | 68.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 754.5 |
| 95-th percentile | 32256 |
| Maximum | 1620364 |
| Range | 1620364 |
| Interquartile range | 754.5 |
Descriptive statistics
| Standard deviation | 91813 |
|---|---|
| Coef of variation | 7.6109 |
| Kurtosis | 226.51 |
| Mean | 12063 |
| MAD | 20018 |
| Skewness | 14.474 |
| Sum | 24609206 |
| Variance | 8429500000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1398 | 68.5% | |
| 1 | 6 | 0.3% | |
| 500 | 6 | 0.3% | |
| 5 | 3 | 0.1% | |
| 197503 | 3 | 0.1% | |
| 61 | 3 | 0.1% | |
| 74 | 3 | 0.1% | |
| 516 | 2 | 0.1% | |
| 3 | 2 | 0.1% | |
| 707 | 2 | 0.1% | |
| Other values (599) | 612 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1398 | 68.5% | |
| 1 | 6 | 0.3% | |
| 2 | 1 | 0.0% | |
| 3 | 2 | 0.1% | |
| 5 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1414414 | 1 | 0.0% | |
| 1447230 | 2 | 0.1% | |
| 1453608 | 1 | 0.0% | |
| 1607261 | 1 | 0.0% | |
| 1620364 | 1 | 0.0% |
Tobacco_Tax
Numeric
| Distinct count | 2030 |
|---|---|
| Unique (%) | 99.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 182030 |
|---|---|
| Minimum | 4046 |
| Maximum | 1631995 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4046 |
|---|---|
| 5-th percentile | 11523 |
| Q1 | 32154 |
| Median | 82512 |
| Q3 | 227150 |
| 95-th percentile | 755740 |
| Maximum | 1631995 |
| Range | 1627949 |
| Interquartile range | 195000 |
Descriptive statistics
| Standard deviation | 254030 |
|---|---|
| Coef of variation | 1.3956 |
| Kurtosis | 7.7935 |
| Mean | 182030 |
| MAD | 170420 |
| Skewness | 2.6411 |
| Sum | 371339117 |
| Variance | 64532000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 75479 | 2 | 0.1% | |
| 42026 | 2 | 0.1% | |
| 16804 | 2 | 0.1% | |
| 15315 | 2 | 0.1% | |
| 24296 | 2 | 0.1% | |
| 28491 | 2 | 0.1% | |
| 145578 | 2 | 0.1% | |
| 16329 | 2 | 0.1% | |
| 16635 | 2 | 0.1% | |
| 52271 | 2 | 0.1% | |
| Other values (2020) | 2020 | 99.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4046 | 1 | 0.0% | |
| 4065 | 1 | 0.0% | |
| 4278 | 1 | 0.0% | |
| 4283 | 1 | 0.0% | |
| 4403 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1534004 | 1 | 0.0% | |
| 1543018 | 1 | 0.0% | |
| 1556793 | 1 | 0.0% | |
| 1613010 | 1 | 0.0% | |
| 1631995 | 1 | 0.0% |
Toll_Hwy_Cap_Outlay
Highly correlated
This variable is highly correlated with Toll_Hwy_Total_Expend and should be ignored for analysis
| Correlation | 0.9591 |
|---|
Toll_Hwy_Construction
Highly correlated
This variable is highly correlated with Toll_Hwy_Cap_Outlay and should be ignored for analysis
| Correlation | 0.98557 |
|---|
Toll_Hwy_Current_Exp
Numeric
| Distinct count | 1087 |
|---|---|
| Unique (%) | 53.3% |
| Missing (%) | 1.1% |
| Missing (n) | 22 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 38637 |
|---|---|
| Minimum | 0 |
| Maximum | 687830 |
| Zeros (%) | 45.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1584.5 |
| Q3 | 30648 |
| 95-th percentile | 232770 |
| Maximum | 687830 |
| Range | 687830 |
| Interquartile range | 30648 |
Descriptive statistics
| Standard deviation | 91446 |
|---|---|
| Coef of variation | 2.3668 |
| Kurtosis | 15.833 |
| Mean | 38637 |
| MAD | 51476 |
| Skewness | 3.7544 |
| Sum | 77970000 |
| Variance | 8362400000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 919 | 45.0% | |
| 778.0 | 2 | 0.1% | |
| 33563.0 | 2 | 0.1% | |
| 300434.0 | 2 | 0.1% | |
| 4141.0 | 2 | 0.1% | |
| 8425.0 | 2 | 0.1% | |
| 625.0 | 2 | 0.1% | |
| 35.0 | 2 | 0.1% | |
| 84968.0 | 2 | 0.1% | |
| 13168.0 | 2 | 0.1% | |
| Other values (1076) | 1081 | 53.0% | |
| (Missing) | 22 | 1.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 919 | 45.0% | |
| 35.0 | 2 | 0.1% | |
| 42.0 | 2 | 0.1% | |
| 49.0 | 1 | 0.0% | |
| 50.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 653542.0 | 1 | 0.0% | |
| 656713.0 | 1 | 0.0% | |
| 673040.0 | 1 | 0.0% | |
| 680737.0 | 1 | 0.0% | |
| 687830.0 | 1 | 0.0% |
Toll_Hwy_Total_Expend
Numeric
| Distinct count | 1093 |
|---|---|
| Unique (%) | 53.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 90846 |
|---|---|
| Minimum | 0 |
| Maximum | 2821845 |
| Zeros (%) | 46.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1765 |
| Q3 | 56166 |
| 95-th percentile | 522240 |
| Maximum | 2821845 |
| Range | 2821845 |
| Interquartile range | 56166 |
Descriptive statistics
| Standard deviation | 245970 |
|---|---|
| Coef of variation | 2.7075 |
| Kurtosis | 30.851 |
| Mean | 90846 |
| MAD | 126780 |
| Skewness | 4.8399 |
| Sum | 185325270 |
| Variance | 60500000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 939 | 46.0% | |
| 625 | 3 | 0.1% | |
| 50651 | 2 | 0.1% | |
| 42 | 2 | 0.1% | |
| 2000 | 2 | 0.1% | |
| 4141 | 2 | 0.1% | |
| 35 | 2 | 0.1% | |
| 731 | 2 | 0.1% | |
| 2647738 | 2 | 0.1% | |
| 27048 | 1 | 0.0% | |
| Other values (1083) | 1083 | 53.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 939 | 46.0% | |
| 35 | 2 | 0.1% | |
| 42 | 2 | 0.1% | |
| 49 | 1 | 0.0% | |
| 50 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1651284 | 1 | 0.0% | |
| 1722439 | 1 | 0.0% | |
| 1762014 | 1 | 0.0% | |
| 2647738 | 2 | 0.1% | |
| 2821845 | 1 | 0.0% |
Tot_Assist___Subsidies
Numeric
| Distinct count | 2037 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 465880 |
|---|---|
| Minimum | 9766 |
| Maximum | 5182384 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 9766 |
|---|---|
| 5-th percentile | 32480 |
| Q1 | 106110 |
| Median | 220190 |
| Q3 | 628850 |
| 95-th percentile | 1569500 |
| Maximum | 5182384 |
| Range | 5172618 |
| Interquartile range | 522740 |
Descriptive statistics
| Standard deviation | 553190 |
|---|---|
| Coef of variation | 1.1874 |
| Kurtosis | 9.478 |
| Mean | 465880 |
| MAD | 405820 |
| Skewness | 2.3992 |
| Sum | 950393731 |
| Variance | 306020000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 113075 | 2 | 0.1% | |
| 29433 | 2 | 0.1% | |
| 35555 | 2 | 0.1% | |
| 2485106 | 1 | 0.0% | |
| 48183 | 1 | 0.0% | |
| 650613 | 1 | 0.0% | |
| 644468 | 1 | 0.0% | |
| 279922 | 1 | 0.0% | |
| 216433 | 1 | 0.0% | |
| 238520 | 1 | 0.0% | |
| Other values (2027) | 2027 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 9766 | 1 | 0.0% | |
| 10120 | 1 | 0.0% | |
| 10883 | 1 | 0.0% | |
| 11033 | 1 | 0.0% | |
| 11409 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4138422 | 1 | 0.0% | |
| 4285537 | 1 | 0.0% | |
| 4532899 | 1 | 0.0% | |
| 4930538 | 1 | 0.0% | |
| 5182384 | 1 | 0.0% |
Tot_Chgs_and_Misc_Rev
Highly correlated
This variable is highly correlated with Fed_IGR_Public_Welf and should be ignored for analysis
| Correlation | 0.92487 |
|---|
Tot_Ins_Trust_Inv_Rev
Highly correlated
This variable is highly correlated with Total_Insur_Trust_Rev and should be ignored for analysis
| Correlation | 0.94989 |
|---|
Tot_LTD_Out_NG
Highly correlated
This variable is highly correlated with LTD_Out_Gen_Other_NEC and should be ignored for analysis
| Correlation | 0.94714 |
|---|
Tot_Local_IG_Rev
Numeric
| Distinct count | 2021 |
|---|---|
| Unique (%) | 99.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 239290 |
|---|---|
| Minimum | 0 |
| Maximum | 7729570 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3532 |
| Q1 | 15842 |
| Median | 52966 |
| Q3 | 175460 |
| 95-th percentile | 660200 |
| Maximum | 7729570 |
| Range | 7729570 |
| Interquartile range | 159620 |
Descriptive statistics
| Standard deviation | 757370 |
|---|---|
| Coef of variation | 3.165 |
| Kurtosis | 47.899 |
| Mean | 239290 |
| MAD | 294760 |
| Skewness | 6.5662 |
| Sum | 488159104 |
| Variance | 573620000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.5% | |
| 2446 | 2 | 0.1% | |
| 5610 | 2 | 0.1% | |
| 15364 | 2 | 0.1% | |
| 68001 | 2 | 0.1% | |
| 10256 | 2 | 0.1% | |
| 5464 | 2 | 0.1% | |
| 15771 | 2 | 0.1% | |
| 24295 | 2 | 0.1% | |
| 9314 | 2 | 0.1% | |
| Other values (2011) | 2012 | 98.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.5% | |
| 67 | 1 | 0.0% | |
| 274 | 1 | 0.0% | |
| 339 | 1 | 0.0% | |
| 351 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6942949 | 1 | 0.0% | |
| 7281669 | 1 | 0.0% | |
| 7572813 | 1 | 0.0% | |
| 7669546 | 1 | 0.0% | |
| 7729570 | 1 | 0.0% |
Tot_Sales___Gr_Rec_Tax
Highly correlated
This variable is highly correlated with Total_Taxes and should be ignored for analysis
| Correlation | 0.92504 |
|---|
Total_Beg_LTD_Out
Highly correlated
This variable is highly correlated with Total_Long_Term_Debt_Out and should be ignored for analysis
| Correlation | 0.98598 |
|---|
Total_Capital_Outlays
Highly correlated
This variable is highly correlated with Total_Current_Oper and should be ignored for analysis
| Correlation | 0.93173 |
|---|
Total_Cash___Securities
Highly correlated
This variable is highly correlated with Emp_Ret_Benefit_Paymts and should be ignored for analysis
| Correlation | 0.95317 |
|---|
Total_Construction
Highly correlated
This variable is highly correlated with Total_Capital_Outlays and should be ignored for analysis
| Correlation | 0.99338 |
|---|
Total_Current_Expend
Highly correlated
This variable is highly correlated with Direct_Expenditure and should be ignored for analysis
| Correlation | 0.99193 |
|---|
Total_Current_Oper
Highly correlated
This variable is highly correlated with Total_Current_Expend and should be ignored for analysis
| Correlation | 0.98938 |
|---|
Total_Debt_Outstanding
Highly correlated
This variable is highly correlated with Interest_on_Gen_Debt and should be ignored for analysis
| Correlation | 0.96784 |
|---|
Total_Educ_Assist___Sub
Highly correlated
This variable is highly correlated with Total_Educ_Direct_Exp and should be ignored for analysis
| Correlation | 0.91093 |
|---|
Total_Educ_Cap_Outlay
Highly correlated
This variable is highly correlated with Total_Educ_Direct_Exp and should be ignored for analysis
| Correlation | 0.93097 |
|---|
Total_Educ_Construct
Highly correlated
This variable is highly correlated with Total_Educ_Cap_Outlay and should be ignored for analysis
| Correlation | 0.98906 |
|---|
Total_Educ_Current_Exp
Highly correlated
This variable is highly correlated with Total_Educ_Cap_Outlay and should be ignored for analysis
| Correlation | 0.91413 |
|---|
Total_Educ_Direct_Exp
Highly correlated
This variable is highly correlated with Total_Educ_Total_Exp and should be ignored for analysis
| Correlation | 0.97192 |
|---|
Total_Educ_Total_Exp
Highly correlated
This variable is highly correlated with Correct_Current_Exp and should be ignored for analysis
| Correlation | 0.96498 |
|---|
Total_Emp_Ret_Rev
Highly correlated
This variable is highly correlated with Tot_Ins_Trust_Inv_Rev and should be ignored for analysis
| Correlation | 0.98719 |
|---|
Total_Expenditure
Highly correlated
This variable is highly correlated with Emp_Ret_Total_Ctrib and should be ignored for analysis
| Correlation | 0.90686 |
|---|
Total_Fed_IG_Revenue
Highly correlated
This variable is highly correlated with Total_IG_Revenue and should be ignored for analysis
| Correlation | 0.99783 |
|---|
Total_Gen_Sales_Tax
Highly correlated
This variable is highly correlated with Tot_Sales___Gr_Rec_Tax and should be ignored for analysis
| Correlation | 0.99041 |
|---|
Total_General_Charges
Highly correlated
This variable is highly correlated with Tot_Chgs_and_Misc_Rev and should be ignored for analysis
| Correlation | 0.97184 |
|---|
Total_Highways_Cap_Out
Highly correlated
This variable is highly correlated with Total_Highways_Dir_Exp and should be ignored for analysis
| Correlation | 0.97798 |
|---|
Total_Highways_Construct
Highly correlated
This variable is highly correlated with Total_Highways_Cap_Out and should be ignored for analysis
| Correlation | 0.99718 |
|---|
Total_Highways_Current_Exp
Highly correlated
This variable is highly correlated with Total_Highways_Dir_Exp and should be ignored for analysis
| Correlation | 0.91277 |
|---|
Total_Highways_Dir_Exp
Highly correlated
This variable is highly correlated with Total_Highways_Tot_Exp and should be ignored for analysis
| Correlation | 0.97946 |
|---|
Total_Highways_Tot_Exp
Highly correlated
This variable is highly correlated with Higher_Ed_Current_Exp and should be ignored for analysis
| Correlation | 0.9184 |
|---|
Total_Hospital_Cap_Out
Numeric
| Distinct count | 1932 |
|---|---|
| Unique (%) | 94.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 34038 |
|---|---|
| Minimum | 0 |
| Maximum | 916851 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 104 |
| Q1 | 1637.2 |
| Median | 9720 |
| Q3 | 31280 |
| 95-th percentile | 128180 |
| Maximum | 916851 |
| Range | 916851 |
| Interquartile range | 29642 |
Descriptive statistics
| Standard deviation | 81201 |
|---|---|
| Coef of variation | 2.3856 |
| Kurtosis | 49.301 |
| Mean | 34038 |
| MAD | 38992 |
| Skewness | 6.2068 |
| Sum | 69438339 |
| Variance | 6593600000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 20 | 1.0% | |
| 211 | 4 | 0.2% | |
| 146 | 3 | 0.1% | |
| 317 | 3 | 0.1% | |
| 63 | 3 | 0.1% | |
| 582 | 3 | 0.1% | |
| 198 | 3 | 0.1% | |
| 2221 | 3 | 0.1% | |
| 81 | 3 | 0.1% | |
| 10 | 3 | 0.1% | |
| Other values (1922) | 1992 | 97.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 20 | 1.0% | |
| 3 | 2 | 0.1% | |
| 4 | 1 | 0.0% | |
| 5 | 2 | 0.1% | |
| 6 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 832878 | 1 | 0.0% | |
| 837501 | 1 | 0.0% | |
| 840108 | 1 | 0.0% | |
| 884383 | 1 | 0.0% | |
| 916851 | 1 | 0.0% |
Total_Hospital_Construct
Highly correlated
This variable is highly correlated with Total_Hospital_Cap_Out and should be ignored for analysis
| Correlation | 0.98358 |
|---|
Total_Hospital_Current_Exp
Highly correlated
This variable is highly correlated with Total_Hospital_Dir_Exp and should be ignored for analysis
| Correlation | 0.99896 |
|---|
Total_Hospital_Dir_Exp
Highly correlated
This variable is highly correlated with Total_Hospital_Total_Exp and should be ignored for analysis
| Correlation | 0.99214 |
|---|
Total_Hospital_IG_Loc_Govts
Numeric
| Distinct count | 568 |
|---|---|
| Unique (%) | 27.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14616 |
|---|---|
| Minimum | 0 |
| Maximum | 4014954 |
| Zeros (%) | 66.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 218.25 |
| 95-th percentile | 20438 |
| Maximum | 4014954 |
| Range | 4014954 |
| Interquartile range | 218.25 |
Descriptive statistics
| Standard deviation | 144750 |
|---|---|
| Coef of variation | 9.9038 |
| Kurtosis | 519.3 |
| Mean | 14616 |
| MAD | 26363 |
| Skewness | 21.127 |
| Sum | 29815992 |
| Variance | 20953000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1348 | 66.1% | |
| 229 | 6 | 0.3% | |
| 25 | 6 | 0.3% | |
| 3 | 6 | 0.3% | |
| 150 | 6 | 0.3% | |
| 19 | 5 | 0.2% | |
| 15 | 5 | 0.2% | |
| 29 | 5 | 0.2% | |
| 46 | 4 | 0.2% | |
| 1976 | 4 | 0.2% | |
| Other values (558) | 645 | 31.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1348 | 66.1% | |
| 1 | 2 | 0.1% | |
| 2 | 3 | 0.1% | |
| 3 | 6 | 0.3% | |
| 4 | 4 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 636860 | 1 | 0.0% | |
| 978307 | 1 | 0.0% | |
| 2579184 | 1 | 0.0% | |
| 3596149 | 1 | 0.0% | |
| 4014954 | 1 | 0.0% |
Total_Hospital_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Total_Hospital_Total_Exp
Highly correlated
This variable is highly correlated with General_Current_Oper and should be ignored for analysis
| Correlation | 0.90458 |
|---|
Total_IG_Expenditure
Highly correlated
This variable is highly correlated with Total_Expenditure and should be ignored for analysis
| Correlation | 0.97018 |
|---|
Total_IG_Revenue
Highly correlated
This variable is highly correlated with Insurance_Premium_Tax and should be ignored for analysis
| Correlation | 0.92729 |
|---|
Total_Income_Taxes
Highly correlated
This variable is highly correlated with Total_Taxes and should be ignored for analysis
| Correlation | 0.92887 |
|---|
Total_Insur_Trust_Ben
Highly correlated
This variable is highly correlated with Total_Current_Oper and should be ignored for analysis
| Correlation | 0.95043 |
|---|
Total_Insur_Trust_Ctrb
Highly correlated
This variable is highly correlated with Total_Taxes and should be ignored for analysis
| Correlation | 0.92158 |
|---|
Total_Insur_Trust_Rev
Numeric
| Distinct count | 2039 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3517300 |
|---|---|
| Minimum | -77618710 |
| Maximum | 121632987 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -77618710 |
|---|---|
| 5-th percentile | 45514 |
| Q1 | 468440 |
| Median | 1305800 |
| Q3 | 3576400 |
| 95-th percentile | 14820000 |
| Maximum | 121632987 |
| Range | 199251697 |
| Interquartile range | 3107900 |
Descriptive statistics
| Standard deviation | 8508400 |
|---|---|
| Coef of variation | 2.419 |
| Kurtosis | 67.651 |
| Mean | 3517300 |
| MAD | 4077400 |
| Skewness | 5.5886 |
| Sum | 7175248343 |
| Variance | 72392000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 387838 | 2 | 0.1% | |
| 741797 | 1 | 0.0% | |
| 152942 | 1 | 0.0% | |
| 503123 | 1 | 0.0% | |
| 2850133 | 1 | 0.0% | |
| 257029 | 1 | 0.0% | |
| 1133562 | 1 | 0.0% | |
| 2232307 | 1 | 0.0% | |
| 15367515 | 1 | 0.0% | |
| 444328 | 1 | 0.0% | |
| Other values (2029) | 2029 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -77618710 | 1 | 0.0% | |
| -51142149 | 1 | 0.0% | |
| -29398598 | 1 | 0.0% | |
| -22166953 | 1 | 0.0% | |
| -21033024 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 78665113 | 1 | 0.0% | |
| 94644660 | 1 | 0.0% | |
| 104484440 | 1 | 0.0% | |
| 120379020 | 1 | 0.0% | |
| 121632987 | 1 | 0.0% |
Total_Interest_on_Debt
Highly correlated
This variable is highly correlated with Total_Income_Taxes and should be ignored for analysis
| Correlation | 0.90108 |
|---|
Total_LTD_Iss_FFC
Numeric
| Distinct count | 879 |
|---|---|
| Unique (%) | 43.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 227710 |
|---|---|
| Minimum | 0 |
| Maximum | 18713185 |
| Zeros (%) | 52.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 193000 |
| 95-th percentile | 1017500 |
| Maximum | 18713185 |
| Range | 18713185 |
| Interquartile range | 193000 |
Descriptive statistics
| Standard deviation | 798860 |
|---|---|
| Coef of variation | 3.5083 |
| Kurtosis | 287.09 |
| Mean | 227710 |
| MAD | 306150 |
| Skewness | 14.278 |
| Sum | 464522460 |
| Variance | 638180000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1071 | 52.5% | |
| 150000 | 7 | 0.3% | |
| 50000 | 7 | 0.3% | |
| 300000 | 6 | 0.3% | |
| 110000 | 6 | 0.3% | |
| 100000 | 6 | 0.3% | |
| 235000 | 4 | 0.2% | |
| 200000 | 4 | 0.2% | |
| 30000 | 4 | 0.2% | |
| 75000 | 4 | 0.2% | |
| Other values (869) | 921 | 45.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1071 | 52.5% | |
| 5 | 1 | 0.0% | |
| 56 | 1 | 0.0% | |
| 172 | 1 | 0.0% | |
| 175 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5249498 | 1 | 0.0% | |
| 5697420 | 1 | 0.0% | |
| 12589329 | 1 | 0.0% | |
| 17820693 | 1 | 0.0% | |
| 18713185 | 1 | 0.0% |
Total_LTD_Iss_NG
Numeric
| Distinct count | 1398 |
|---|---|
| Unique (%) | 68.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 577220 |
|---|---|
| Minimum | 0 |
| Maximum | 21029076 |
| Zeros (%) | 31.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 186690 |
| Q3 | 575520 |
| 95-th percentile | 2327800 |
| Maximum | 21029076 |
| Range | 21029076 |
| Interquartile range | 575520 |
Descriptive statistics
| Standard deviation | 1327700 |
|---|---|
| Coef of variation | 2.3002 |
| Kurtosis | 80.831 |
| Mean | 577220 |
| MAD | 654200 |
| Skewness | 7.2767 |
| Sum | 1177528974 |
| Variance | 1762800000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 638 | 31.3% | |
| 150000 | 3 | 0.1% | |
| 50000 | 3 | 0.1% | |
| 100000 | 2 | 0.1% | |
| 53900 | 1 | 0.0% | |
| 987683 | 1 | 0.0% | |
| 102765 | 1 | 0.0% | |
| 309890 | 1 | 0.0% | |
| 64330 | 1 | 0.0% | |
| 301702 | 1 | 0.0% | |
| Other values (1388) | 1388 | 68.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 638 | 31.3% | |
| 135 | 1 | 0.0% | |
| 200 | 1 | 0.0% | |
| 204 | 1 | 0.0% | |
| 205 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11811384 | 1 | 0.0% | |
| 12054716 | 1 | 0.0% | |
| 18517226 | 1 | 0.0% | |
| 20213802 | 1 | 0.0% | |
| 21029076 | 1 | 0.0% |
Total_LTD_Iss_Unsp
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Total_LTD_Issued
Highly correlated
This variable is highly correlated with Total_Long_Term_Debt_Out and should be ignored for analysis
| Correlation | 0.91531 |
|---|
Total_LTD_Out
Highly correlated
This variable is highly correlated with Total_LTD_Retired and should be ignored for analysis
| Correlation | 0.91908 |
|---|
Total_LTD_Out_FFC
Numeric
| Distinct count | 1183 |
|---|---|
| Unique (%) | 58.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1337100 |
|---|---|
| Minimum | 0 |
| Maximum | 44707246 |
| Zeros (%) | 41.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 229430 |
| Q3 | 1490000 |
| 95-th percentile | 5822300 |
| Maximum | 44707246 |
| Range | 44707246 |
| Interquartile range | 1490000 |
Descriptive statistics
| Standard deviation | 2839900 |
|---|---|
| Coef of variation | 2.1239 |
| Kurtosis | 44.302 |
| Mean | 1337100 |
| MAD | 1654200 |
| Skewness | 5.1617 |
| Sum | 2727750840 |
| Variance | 8065200000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 849 | 41.6% | |
| 27800 | 5 | 0.2% | |
| 2938 | 3 | 0.1% | |
| 28675 | 2 | 0.1% | |
| 88490 | 2 | 0.1% | |
| 3257905 | 2 | 0.1% | |
| 147004 | 1 | 0.0% | |
| 1205924 | 1 | 0.0% | |
| 10859151 | 1 | 0.0% | |
| 2284176 | 1 | 0.0% | |
| Other values (1173) | 1173 | 57.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 849 | 41.6% | |
| 100 | 1 | 0.0% | |
| 220 | 1 | 0.0% | |
| 345 | 1 | 0.0% | |
| 465 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22607763 | 1 | 0.0% | |
| 22985202 | 1 | 0.0% | |
| 23818411 | 1 | 0.0% | |
| 27586960 | 1 | 0.0% | |
| 44707246 | 1 | 0.0% |
Total_LTD_Out_Utility
Numeric
| Distinct count | 254 |
|---|---|
| Unique (%) | 12.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 187370 |
|---|---|
| Minimum | 0 |
| Maximum | 21219521 |
| Zeros (%) | 87.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 379350 |
| Maximum | 21219521 |
| Range | 21219521 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1249300 |
|---|---|
| Coef of variation | 6.6679 |
| Kurtosis | 128.4 |
| Mean | 187370 |
| MAD | 339820 |
| Skewness | 10.497 |
| Sum | 382230368 |
| Variance | 1560900000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1774 | 87.0% | |
| 68945 | 6 | 0.3% | |
| 3582 | 3 | 0.1% | |
| 81410 | 2 | 0.1% | |
| 1091 | 2 | 0.1% | |
| 200000 | 2 | 0.1% | |
| 3507 | 2 | 0.1% | |
| 98425 | 2 | 0.1% | |
| 453604 | 2 | 0.1% | |
| 37550 | 1 | 0.0% | |
| Other values (244) | 244 | 12.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1774 | 87.0% | |
| 1091 | 2 | 0.1% | |
| 1567 | 1 | 0.0% | |
| 2043 | 1 | 0.0% | |
| 2519 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12997990 | 1 | 0.0% | |
| 13993248 | 1 | 0.0% | |
| 18538709 | 1 | 0.0% | |
| 19330161 | 1 | 0.0% | |
| 21219521 | 1 | 0.0% |
Total_LTD_Ret_FFC
Numeric
| Distinct count | 1169 |
|---|---|
| Unique (%) | 57.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 142510 |
|---|---|
| Minimum | 0 |
| Maximum | 16610045 |
| Zeros (%) | 42.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 14596 |
| Q3 | 129060 |
| 95-th percentile | 662000 |
| Maximum | 16610045 |
| Range | 16610045 |
| Interquartile range | 129060 |
Descriptive statistics
| Standard deviation | 479530 |
|---|---|
| Coef of variation | 3.3649 |
| Kurtosis | 689.88 |
| Mean | 142510 |
| MAD | 183710 |
| Skewness | 21.362 |
| Sum | 290719878 |
| Variance | 229950000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 856 | 42.0% | |
| 5000 | 3 | 0.1% | |
| 77070 | 3 | 0.1% | |
| 230 | 3 | 0.1% | |
| 53965 | 2 | 0.1% | |
| 107815 | 2 | 0.1% | |
| 51372 | 2 | 0.1% | |
| 5800 | 2 | 0.1% | |
| 287952 | 2 | 0.1% | |
| 100 | 2 | 0.1% | |
| Other values (1159) | 1163 | 57.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 856 | 42.0% | |
| 21 | 1 | 0.0% | |
| 22 | 1 | 0.0% | |
| 23 | 1 | 0.0% | |
| 25 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3190707 | 1 | 0.0% | |
| 3428870 | 1 | 0.0% | |
| 3503023 | 1 | 0.0% | |
| 4631944 | 1 | 0.0% | |
| 16610045 | 1 | 0.0% |
Total_LTD_Ret_NG
Highly correlated
This variable is highly correlated with Total_LTD_Iss_NG and should be ignored for analysis
| Correlation | 0.91816 |
|---|
Total_LTD_Ret_Unsp
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Total_LTD_Retired
Highly correlated
This variable is highly correlated with Total_LTD_Issued and should be ignored for analysis
| Correlation | 0.91105 |
|---|
Total_License_Taxes
Highly correlated
This variable is highly correlated with Motor_Fuels_Tax and should be ignored for analysis
| Correlation | 0.90885 |
|---|
Total_Long_Term_Debt_Out
Highly correlated
This variable is highly correlated with Total_Debt_Outstanding and should be ignored for analysis
| Correlation | 0.99955 |
|---|
Total_Other_Capital_Outlays
Numeric
| Distinct count | 2035 |
|---|---|
| Unique (%) | 99.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 247860 |
|---|---|
| Minimum | 4700 |
| Maximum | 4667957 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4700 |
|---|---|
| 5-th percentile | 23339 |
| Q1 | 64603 |
| Median | 140930 |
| Q3 | 290550 |
| 95-th percentile | 814490 |
| Maximum | 4667957 |
| Range | 4663257 |
| Interquartile range | 225940 |
Descriptive statistics
| Standard deviation | 350780 |
|---|---|
| Coef of variation | 1.4153 |
| Kurtosis | 30.926 |
| Mean | 247860 |
| MAD | 201740 |
| Skewness | 4.4584 |
| Sum | 505626595 |
| Variance | 123050000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 96205 | 2 | 0.1% | |
| 342731 | 2 | 0.1% | |
| 31174 | 2 | 0.1% | |
| 92271 | 2 | 0.1% | |
| 32191 | 2 | 0.1% | |
| 238972 | 1 | 0.0% | |
| 181630 | 1 | 0.0% | |
| 99712 | 1 | 0.0% | |
| 271097 | 1 | 0.0% | |
| 49729 | 1 | 0.0% | |
| Other values (2025) | 2025 | 99.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4700 | 1 | 0.0% | |
| 6543 | 1 | 0.0% | |
| 8201 | 1 | 0.0% | |
| 8923 | 1 | 0.0% | |
| 9132 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2570933 | 1 | 0.0% | |
| 2575549 | 1 | 0.0% | |
| 2627973 | 1 | 0.0% | |
| 4184989 | 1 | 0.0% | |
| 4667957 | 1 | 0.0% |
Total_Rev_Own_Sources
Highly correlated
This variable is highly correlated with Total_Revenue and should be ignored for analysis
| Correlation | 0.99611 |
|---|
Total_Revenue
Numeric
| Distinct count | 2040 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21385000 |
|---|---|
| Minimum | 543702 |
| Maximum | 353368448 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 543702 |
|---|---|
| 5-th percentile | 1558500 |
| Q1 | 4808700 |
| Median | 10491000 |
| Q3 | 25090000 |
| 95-th percentile | 73139000 |
| Maximum | 353368448 |
| Range | 352824746 |
| Interquartile range | 20281000 |
Descriptive statistics
| Standard deviation | 33061000 |
|---|---|
| Coef of variation | 1.546 |
| Kurtosis | 30.878 |
| Mean | 21385000 |
| MAD | 18866000 |
| Skewness | 4.6846 |
| Sum | 43625468151 |
| Variance | 1093100000000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 4597759 | 1 | 0.0% | |
| 42788178 | 1 | 0.0% | |
| 113241403 | 1 | 0.0% | |
| 11500861 | 1 | 0.0% | |
| 46724414 | 1 | 0.0% | |
| 10247487 | 1 | 0.0% | |
| 8384577 | 1 | 0.0% | |
| 21431620 | 1 | 0.0% | |
| 4584347 | 1 | 0.0% | |
| 57894216 | 1 | 0.0% | |
| Other values (2030) | 2030 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 543702 | 1 | 0.0% | |
| 563376 | 1 | 0.0% | |
| 572997 | 1 | 0.0% | |
| 597683 | 1 | 0.0% | |
| 603545 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 315358657 | 1 | 0.0% | |
| 319289874 | 1 | 0.0% | |
| 322332307 | 1 | 0.0% | |
| 336546652 | 1 | 0.0% | |
| 353368448 | 1 | 0.0% |
Total_Salaries___Wages
Highly correlated
This variable is highly correlated with Total_Insur_Trust_Ben and should be ignored for analysis
| Correlation | 0.93348 |
|---|
Total_Select_Sales_Tax
Highly correlated
This variable is highly correlated with Tot_Sales___Gr_Rec_Tax and should be ignored for analysis
| Correlation | 0.94891 |
|---|
Total_State_IG_Revenue
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 46.358 |
|---|
| 0 | |
|---|---|
| 94570 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2039 | 100.0% | |
| 94570 | 1 | 0.0% |
Total_Taxes
Highly correlated
This variable is highly correlated with Gen_Rev_Own_Sources and should be ignored for analysis
| Correlation | 0.99588 |
|---|
Total_Unemp_Rev
Numeric
| Distinct count | 2034 |
|---|---|
| Unique (%) | 99.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 641780 |
|---|---|
| Minimum | -471742 |
| Maximum | 17009070 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -471742 |
|---|---|
| 5-th percentile | 43456 |
| Q1 | 124920 |
| Median | 260510 |
| Q3 | 689640 |
| 95-th percentile | 2380200 |
| Maximum | 17009070 |
| Range | 17480812 |
| Interquartile range | 564710 |
Descriptive statistics
| Standard deviation | 1156400 |
|---|---|
| Coef of variation | 1.8019 |
| Kurtosis | 65.81 |
| Mean | 641780 |
| MAD | 626000 |
| Skewness | 6.4949 |
| Sum | 1309237606 |
| Variance | 1337300000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 179214 | 2 | 0.1% | |
| 350225 | 2 | 0.1% | |
| 305105 | 2 | 0.1% | |
| 288358 | 2 | 0.1% | |
| 312781 | 2 | 0.1% | |
| 53034 | 2 | 0.1% | |
| 257357 | 1 | 0.0% | |
| 5895504 | 1 | 0.0% | |
| 253265 | 1 | 0.0% | |
| 421217 | 1 | 0.0% | |
| Other values (2024) | 2024 | 99.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -471742 | 1 | 0.0% | |
| -123008 | 1 | 0.0% | |
| -53464 | 1 | 0.0% | |
| 10539 | 1 | 0.0% | |
| 11584 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12388979 | 1 | 0.0% | |
| 13842129 | 1 | 0.0% | |
| 15170427 | 1 | 0.0% | |
| 15294281 | 1 | 0.0% | |
| 17009070 | 1 | 0.0% |
Total_Util_Cap_Outlay
Numeric
| Distinct count | 760 |
|---|---|
| Unique (%) | 37.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 68641 |
|---|---|
| Minimum | 0 |
| Maximum | 4973317 |
| Zeros (%) | 58.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3825 |
| 95-th percentile | 238410 |
| Maximum | 4973317 |
| Range | 4973317 |
| Interquartile range | 3825 |
Descriptive statistics
| Standard deviation | 337890 |
|---|---|
| Coef of variation | 4.9226 |
| Kurtosis | 77.16 |
| Mean | 68641 |
| MAD | 115410 |
| Skewness | 8.0746 |
| Sum | 140027775 |
| Variance | 114170000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1197 | 58.7% | |
| 1 | 11 | 0.5% | |
| 4 | 7 | 0.3% | |
| 2 | 5 | 0.2% | |
| 3 | 5 | 0.2% | |
| 5 | 5 | 0.2% | |
| 14 | 5 | 0.2% | |
| 17 | 4 | 0.2% | |
| 145 | 3 | 0.1% | |
| 33 | 3 | 0.1% | |
| Other values (750) | 795 | 39.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1197 | 58.7% | |
| 1 | 11 | 0.5% | |
| 2 | 5 | 0.2% | |
| 3 | 5 | 0.2% | |
| 4 | 7 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3341167 | 1 | 0.0% | |
| 3493949 | 1 | 0.0% | |
| 3599732 | 1 | 0.0% | |
| 4524634 | 1 | 0.0% | |
| 4973317 | 1 | 0.0% |
Total_Util_Construct
Highly correlated
This variable is highly correlated with Total_Util_Cap_Outlay and should be ignored for analysis
| Correlation | 0.95809 |
|---|
Total_Util_Current_Exp
Highly correlated
This variable is highly correlated with Total_Util_Inter_Exp and should be ignored for analysis
| Correlation | 0.92751 |
|---|
Total_Util_Inter_Exp
Highly correlated
This variable is highly correlated with Total_Util_Total_Exp and should be ignored for analysis
| Correlation | 0.9577 |
|---|
Total_Util_Total_Exp
Highly correlated
This variable is highly correlated with Electric_Utility_Rev and should be ignored for analysis
| Correlation | 0.91297 |
|---|
Total_Utility_Revenue
Numeric
| Distinct count | 711 |
|---|---|
| Unique (%) | 34.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 146590 |
|---|---|
| Minimum | 0 |
| Maximum | 8673969 |
| Zeros (%) | 64.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 8611 |
| 95-th percentile | 579780 |
| Maximum | 8673969 |
| Range | 8673969 |
| Interquartile range | 8611 |
Descriptive statistics
| Standard deviation | 763900 |
|---|---|
| Coef of variation | 5.2111 |
| Kurtosis | 72.297 |
| Mean | 146590 |
| MAD | 250890 |
| Skewness | 8.1006 |
| Sum | 299045637 |
| Variance | 583550000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1311 | 64.3% | |
| 119 | 4 | 0.2% | |
| 41 | 4 | 0.2% | |
| 13 | 3 | 0.1% | |
| 8611 | 2 | 0.1% | |
| 6788 | 2 | 0.1% | |
| 6442 | 2 | 0.1% | |
| 544 | 2 | 0.1% | |
| 100 | 2 | 0.1% | |
| 85 | 2 | 0.1% | |
| Other values (701) | 706 | 34.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1311 | 64.3% | |
| 1 | 2 | 0.1% | |
| 2 | 1 | 0.0% | |
| 5 | 1 | 0.0% | |
| 7 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8022159 | 1 | 0.0% | |
| 8080800 | 1 | 0.0% | |
| 8303996 | 1 | 0.0% | |
| 8556719 | 1 | 0.0% | |
| 8673969 | 1 | 0.0% |
Trans_Util_Cap_Outlay
Highly correlated
This variable is highly correlated with Total_Util_Construct and should be ignored for analysis
| Correlation | 0.92375 |
|---|
Trans_Util_Construct
Highly correlated
This variable is highly correlated with Trans_Util_Cap_Outlay and should be ignored for analysis
| Correlation | 0.93403 |
|---|
Trans_Util_Current_Exp
Highly correlated
This variable is highly correlated with Trans_Util_Total_Exp and should be ignored for analysis
| Correlation | 0.97579 |
|---|
Trans_Util_Inter_Exp
Highly correlated
This variable is highly correlated with Trans_Util_Total_Exp and should be ignored for analysis
| Correlation | 0.9386 |
|---|
Trans_Util_Total_Exp
Highly correlated
This variable is highly correlated with Total_Util_Current_Exp and should be ignored for analysis
| Correlation | 0.91791 |
|---|
Transit_Sub_Direct_Sub
Numeric
| Distinct count | 345 |
|---|---|
| Unique (%) | 16.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2336.4 |
|---|---|
| Minimum | 0 |
| Maximum | 205072 |
| Zeros (%) | 82.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 13835 |
| Maximum | 205072 |
| Range | 205072 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 11445 |
|---|---|
| Coef of variation | 4.8987 |
| Kurtosis | 113.34 |
| Mean | 2336.4 |
| MAD | 4044.5 |
| Skewness | 9.3763 |
| Sum | 4766243 |
| Variance | 130990000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1690 | 82.8% | |
| 574 | 2 | 0.1% | |
| 478 | 2 | 0.1% | |
| 544 | 2 | 0.1% | |
| 657 | 2 | 0.1% | |
| 1944 | 2 | 0.1% | |
| 880 | 2 | 0.1% | |
| 25154 | 1 | 0.0% | |
| 592 | 1 | 0.0% | |
| 2556 | 1 | 0.0% | |
| Other values (335) | 335 | 16.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1690 | 82.8% | |
| 3 | 1 | 0.0% | |
| 4 | 1 | 0.0% | |
| 9 | 1 | 0.0% | |
| 10 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 134207 | 1 | 0.0% | |
| 135220 | 1 | 0.0% | |
| 152547 | 1 | 0.0% | |
| 153192 | 1 | 0.0% | |
| 205072 | 1 | 0.0% |
Transit_Sub_IG_Loc_Govts
Highly correlated
This variable is highly correlated with Transit_Sub_Total_Exp and should be ignored for analysis
| Correlation | 0.9987 |
|---|
Transit_Sub_IG_To_Sta
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Transit_Sub_To_Own_Sys
Numeric
| Distinct count | 47 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4137.5 |
|---|---|
| Minimum | 0 |
| Maximum | 555802 |
| Zeros (%) | 97.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 555802 |
| Range | 555802 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 37787 |
|---|---|
| Coef of variation | 9.1329 |
| Kurtosis | 110.1 |
| Mean | 4137.5 |
| MAD | 8109.6 |
| Skewness | 10.203 |
| Sum | 8440410 |
| Variance | 1427800000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1994 | 97.7% | |
| 375085 | 1 | 0.0% | |
| 8783 | 1 | 0.0% | |
| 193089 | 1 | 0.0% | |
| 544 | 1 | 0.0% | |
| 8647 | 1 | 0.0% | |
| 6578 | 1 | 0.0% | |
| 407 | 1 | 0.0% | |
| 394 | 1 | 0.0% | |
| 366984 | 1 | 0.0% | |
| Other values (37) | 37 | 1.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1994 | 97.7% | |
| 105 | 1 | 0.0% | |
| 394 | 1 | 0.0% | |
| 407 | 1 | 0.0% | |
| 544 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 415743 | 1 | 0.0% | |
| 417183 | 1 | 0.0% | |
| 455523 | 1 | 0.0% | |
| 541358 | 1 | 0.0% | |
| 555802 | 1 | 0.0% |
Transit_Sub_Total_Exp
Numeric
| Distinct count | 820 |
|---|---|
| Unique (%) | 40.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 53561 |
|---|---|
| Minimum | 0 |
| Maximum | 3112156 |
| Zeros (%) | 59.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 16343 |
| 95-th percentile | 251430 |
| Maximum | 3112156 |
| Range | 3112156 |
| Interquartile range | 16343 |
Descriptive statistics
| Standard deviation | 224280 |
|---|---|
| Coef of variation | 4.1873 |
| Kurtosis | 102.05 |
| Mean | 53561 |
| MAD | 83097 |
| Skewness | 9.1876 |
| Sum | 109264602 |
| Variance | 50300000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1215 | 59.6% | |
| 9 | 2 | 0.1% | |
| 238 | 2 | 0.1% | |
| 664 | 2 | 0.1% | |
| 6276 | 2 | 0.1% | |
| 2874 | 2 | 0.1% | |
| 9303 | 2 | 0.1% | |
| 527 | 1 | 0.0% | |
| 2880158 | 1 | 0.0% | |
| 84635 | 1 | 0.0% | |
| Other values (810) | 810 | 39.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1215 | 59.6% | |
| 3 | 1 | 0.0% | |
| 9 | 2 | 0.1% | |
| 11 | 1 | 0.0% | |
| 20 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2649017 | 1 | 0.0% | |
| 2794578 | 1 | 0.0% | |
| 2880158 | 1 | 0.0% | |
| 3089744 | 1 | 0.0% | |
| 3112156 | 1 | 0.0% |
Transit_Utility_Rev
Numeric
| Distinct count | 356 |
|---|---|
| Unique (%) | 17.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 31961 |
|---|---|
| Minimum | 0 |
| Maximum | 1950591 |
| Zeros (%) | 82.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 92582 |
| Maximum | 1950591 |
| Range | 1950591 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 166020 |
|---|---|
| Coef of variation | 5.1944 |
| Kurtosis | 56.39 |
| Mean | 31961 |
| MAD | 57662 |
| Skewness | 7.0294 |
| Sum | 65200362 |
| Variance | 27562000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1681 | 82.4% | |
| 13 | 3 | 0.1% | |
| 13313 | 2 | 0.1% | |
| 8611 | 2 | 0.1% | |
| 6658 | 1 | 0.0% | |
| 6635 | 1 | 0.0% | |
| 420334 | 1 | 0.0% | |
| 2554 | 1 | 0.0% | |
| 117243 | 1 | 0.0% | |
| 6653 | 1 | 0.0% | |
| Other values (346) | 346 | 17.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1681 | 82.4% | |
| 2 | 1 | 0.0% | |
| 5 | 1 | 0.0% | |
| 8 | 1 | 0.0% | |
| 13 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1681047 | 1 | 0.0% | |
| 1682563 | 1 | 0.0% | |
| 1770887 | 1 | 0.0% | |
| 1884987 | 1 | 0.0% | |
| 1950591 | 1 | 0.0% |
Unemp_Comp_Bal_In_US_Trs
Numeric
| Distinct count | 1997 |
|---|---|
| Unique (%) | 97.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 533180 |
|---|---|
| Minimum | -246294 |
| Maximum | 6412589 |
| Zeros (%) | 2.0% |
Quantile statistics
| Minimum | -246294 |
|---|---|
| 5-th percentile | 8857.1 |
| Q1 | 102940 |
| Median | 279640 |
| Q3 | 667930 |
| 95-th percentile | 1965300 |
| Maximum | 6412589 |
| Range | 6658883 |
| Interquartile range | 564990 |
Descriptive statistics
| Standard deviation | 705640 |
|---|---|
| Coef of variation | 1.3235 |
| Kurtosis | 12.325 |
| Mean | 533180 |
| MAD | 471650 |
| Skewness | 2.9224 |
| Sum | 1087684253 |
| Variance | 497930000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 40 | 2.0% | |
| 713920 | 2 | 0.1% | |
| 66086 | 2 | 0.1% | |
| 288414 | 2 | 0.1% | |
| 198796 | 2 | 0.1% | |
| 2168120 | 1 | 0.0% | |
| 771388 | 1 | 0.0% | |
| 572731 | 1 | 0.0% | |
| 1088825 | 1 | 0.0% | |
| 383466 | 1 | 0.0% | |
| Other values (1987) | 1987 | 97.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -246294 | 1 | 0.0% | |
| -166379 | 1 | 0.0% | |
| -98803 | 1 | 0.0% | |
| -94725 | 1 | 0.0% | |
| -2154 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5086594 | 1 | 0.0% | |
| 5592605 | 1 | 0.0% | |
| 5700891 | 1 | 0.0% | |
| 5951533 | 1 | 0.0% | |
| 6412589 | 1 | 0.0% |
Unemp_Comp_Ben_Paymts
Highly correlated
This variable is highly correlated with Unemp_Comp_Total_Exp and should be ignored for analysis
| Correlation | 0.92673 |
|---|
Unemp_Comp_Cash___Sec
Numeric
| Distinct count | 2034 |
|---|---|
| Unique (%) | 99.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 461430 |
|---|---|
| Minimum | -8854807 |
| Maximum | 6367253 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -8854807 |
|---|---|
| 5-th percentile | -49064 |
| Q1 | 91823 |
| Median | 270920 |
| Q3 | 668460 |
| 95-th percentile | 1950500 |
| Maximum | 6367253 |
| Range | 15222060 |
| Interquartile range | 576630 |
Descriptive statistics
| Standard deviation | 881230 |
|---|---|
| Coef of variation | 1.9098 |
| Kurtosis | 23.975 |
| Mean | 461430 |
| MAD | 513980 |
| Skewness | -0.83229 |
| Sum | 941325342 |
| Variance | 776560000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 199281 | 2 | 0.1% | |
| 121833 | 2 | 0.1% | |
| 82318 | 2 | 0.1% | |
| 66773 | 2 | 0.1% | |
| 18506 | 2 | 0.1% | |
| 183595 | 1 | 0.0% | |
| 2073902 | 1 | 0.0% | |
| -63410 | 1 | 0.0% | |
| 1518266 | 1 | 0.0% | |
| Other values (2024) | 2024 | 99.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -8854807 | 1 | 0.0% | |
| -8505392 | 1 | 0.0% | |
| -7582960 | 1 | 0.0% | |
| -6981636 | 1 | 0.0% | |
| -5647367 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5056040 | 1 | 0.0% | |
| 5548899 | 1 | 0.0% | |
| 5639601 | 1 | 0.0% | |
| 5802160 | 1 | 0.0% | |
| 6367253 | 1 | 0.0% |
Unemp_Comp_Other_Balance
Numeric
| Distinct count | 1635 |
|---|---|
| Unique (%) | 80.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -71745 |
|---|---|
| Minimum | -8911871 |
| Maximum | 1872668 |
| Zeros (%) | 13.7% |
Quantile statistics
| Minimum | -8911871 |
|---|---|
| 5-th percentile | -155030 |
| Q1 | -3917.5 |
| Median | -245.5 |
| Q3 | 249.75 |
| 95-th percentile | 5842.7 |
| Maximum | 1872668 |
| Range | 10784539 |
| Interquartile range | 4167.2 |
Descriptive statistics
| Standard deviation | 505110 |
|---|---|
| Coef of variation | -7.0404 |
| Kurtosis | 169.74 |
| Mean | -71745 |
| MAD | 135050 |
| Skewness | -11.758 |
| Sum | -146358911 |
| Variance | 255140000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 280 | 13.7% | |
| 122 | 4 | 0.2% | |
| 78 | 3 | 0.1% | |
| -1899 | 3 | 0.1% | |
| 435 | 3 | 0.1% | |
| -159 | 3 | 0.1% | |
| 23 | 3 | 0.1% | |
| 341 | 3 | 0.1% | |
| 1130 | 3 | 0.1% | |
| 322 | 3 | 0.1% | |
| Other values (1625) | 1732 | 84.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -8911871 | 1 | 0.0% | |
| -8545354 | 1 | 0.0% | |
| -8102271 | 1 | 0.0% | |
| -7608175 | 1 | 0.0% | |
| -7092466 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 262691 | 1 | 0.0% | |
| 322507 | 1 | 0.0% | |
| 451197 | 1 | 0.0% | |
| 693506 | 1 | 0.0% | |
| 1872668 | 1 | 0.0% |
Unemp_Comp_Total_Exp
Highly correlated
This variable is highly correlated with Total_Unemp_Rev and should be ignored for analysis
| Correlation | 0.92167 |
|---|
Unemp_Ext___Spec_Pmts
Numeric
| Distinct count | 1604 |
|---|---|
| Unique (%) | 78.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 149110 |
|---|---|
| Minimum | 0 |
| Maximum | 11224018 |
| Zeros (%) | 12.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 153 |
| Median | 5786.5 |
| Q3 | 51791 |
| 95-th percentile | 755700 |
| Maximum | 11224018 |
| Range | 11224018 |
| Interquartile range | 51638 |
Descriptive statistics
| Standard deviation | 569620 |
|---|---|
| Coef of variation | 3.8201 |
| Kurtosis | 113.98 |
| Mean | 149110 |
| MAD | 224720 |
| Skewness | 8.8061 |
| Sum | 304191662 |
| Variance | 324470000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 251 | 12.3% | |
| 2 | 10 | 0.5% | |
| 8 | 9 | 0.4% | |
| 1 | 8 | 0.4% | |
| 4 | 8 | 0.4% | |
| 3 | 8 | 0.4% | |
| 24 | 7 | 0.3% | |
| 30 | 7 | 0.3% | |
| 10 | 7 | 0.3% | |
| 11 | 5 | 0.2% | |
| Other values (1594) | 1720 | 84.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 251 | 12.3% | |
| 1 | 8 | 0.4% | |
| 2 | 10 | 0.5% | |
| 3 | 8 | 0.4% | |
| 4 | 8 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4804443 | 1 | 0.0% | |
| 5051544 | 1 | 0.0% | |
| 5424932 | 1 | 0.0% | |
| 8495998 | 1 | 0.0% | |
| 11224018 | 1 | 0.0% |
Unemp_Federal_Advances
Numeric
| Distinct count | 1432 |
|---|---|
| Unique (%) | 70.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 116760 |
|---|---|
| Minimum | -771124 |
| Maximum | 10957982 |
| Zeros (%) | 24.9% |
Quantile statistics
| Minimum | -771124 |
|---|---|
| 5-th percentile | -619.3 |
| Q1 | 0 |
| Median | 2267.5 |
| Q3 | 26928 |
| 95-th percentile | 584340 |
| Maximum | 10957982 |
| Range | 11729106 |
| Interquartile range | 26928 |
Descriptive statistics
| Standard deviation | 569470 |
|---|---|
| Coef of variation | 4.8771 |
| Kurtosis | 151.58 |
| Mean | 116760 |
| MAD | 196880 |
| Skewness | 10.678 |
| Sum | 238198172 |
| Variance | 324300000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 507 | 24.9% | |
| 1 | 15 | 0.7% | |
| 5 | 7 | 0.3% | |
| 65 | 5 | 0.2% | |
| 3 | 5 | 0.2% | |
| 10 | 4 | 0.2% | |
| 2426 | 3 | 0.1% | |
| -11 | 3 | 0.1% | |
| 50 | 3 | 0.1% | |
| 22 | 3 | 0.1% | |
| Other values (1422) | 1485 | 72.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -771124 | 1 | 0.0% | |
| -602307 | 1 | 0.0% | |
| -572776 | 1 | 0.0% | |
| -534851 | 1 | 0.0% | |
| -534047 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7203296 | 1 | 0.0% | |
| 7633391 | 1 | 0.0% | |
| 8585318 | 1 | 0.0% | |
| 8968936 | 1 | 0.0% | |
| 10957982 | 1 | 0.0% |
Unemp_Int_Revenue
Numeric
| Distinct count | 1801 |
|---|---|
| Unique (%) | 88.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 33866 |
|---|---|
| Minimum | 0 |
| Maximum | 481947 |
| Zeros (%) | 10.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4626.8 |
| Median | 15526 |
| Q3 | 39793 |
| 95-th percentile | 132050 |
| Maximum | 481947 |
| Range | 481947 |
| Interquartile range | 35166 |
Descriptive statistics
| Standard deviation | 51737 |
|---|---|
| Coef of variation | 1.5277 |
| Kurtosis | 17.033 |
| Mean | 33866 |
| MAD | 32558 |
| Skewness | 3.4785 |
| Sum | 69086059 |
| Variance | 2676700000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 204 | 10.0% | |
| 9 | 3 | 0.1% | |
| 64 | 3 | 0.1% | |
| 17048 | 2 | 0.1% | |
| 14187 | 2 | 0.1% | |
| 109 | 2 | 0.1% | |
| 41114 | 2 | 0.1% | |
| 10398 | 2 | 0.1% | |
| 1756 | 2 | 0.1% | |
| 11484 | 2 | 0.1% | |
| Other values (1791) | 1816 | 89.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 204 | 10.0% | |
| 1 | 2 | 0.1% | |
| 2 | 1 | 0.0% | |
| 4 | 1 | 0.0% | |
| 7 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 385381 | 1 | 0.0% | |
| 401429 | 1 | 0.0% | |
| 463661 | 1 | 0.0% | |
| 470878 | 1 | 0.0% | |
| 481947 | 1 | 0.0% |
Unemp_Payroll_Tax
Highly correlated
This variable is highly correlated with Total_Unemp_Rev and should be ignored for analysis
| Correlation | 0.9122 |
|---|
Unnamed: 0
Numeric
| Distinct count | 2040 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1019.5 |
|---|---|
| Minimum | 0 |
| Maximum | 2039 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 101.95 |
| Q1 | 509.75 |
| Median | 1019.5 |
| Q3 | 1529.2 |
| 95-th percentile | 1937 |
| Maximum | 2039 |
| Range | 2039 |
| Interquartile range | 1019.5 |
Descriptive statistics
| Standard deviation | 589.04 |
|---|---|
| Coef of variation | 0.57777 |
| Kurtosis | -1.2 |
| Mean | 1019.5 |
| MAD | 510 |
| Skewness | 0 |
| Sum | 2079780 |
| Variance | 346970 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 2039 | 1 | 0.0% | |
| 1368 | 1 | 0.0% | |
| 1342 | 1 | 0.0% | |
| 1344 | 1 | 0.0% | |
| 1346 | 1 | 0.0% | |
| 1348 | 1 | 0.0% | |
| 1350 | 1 | 0.0% | |
| 1352 | 1 | 0.0% | |
| 1354 | 1 | 0.0% | |
| 1356 | 1 | 0.0% | |
| Other values (2030) | 2030 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.0% | |
| 1 | 1 | 0.0% | |
| 2 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 4 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2035 | 1 | 0.0% | |
| 2036 | 1 | 0.0% | |
| 2037 | 1 | 0.0% | |
| 2038 | 1 | 0.0% | |
| 2039 | 1 | 0.0% |
VetBonus
Numeric
| Distinct count | 119 |
|---|---|
| Unique (%) | 5.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 48.522 |
|---|---|
| Minimum | 0 |
| Maximum | 32104 |
| Zeros (%) | 92.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 35.05 |
| Maximum | 32104 |
| Range | 32104 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 751.77 |
|---|---|
| Coef of variation | 15.494 |
| Kurtosis | 1624.9 |
| Mean | 48.522 |
| MAD | 91.409 |
| Skewness | 38.451 |
| Sum | 98984 |
| Variance | 565160 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1878 | 92.1% | |
| 4 | 5 | 0.2% | |
| 11 | 4 | 0.2% | |
| 19 | 4 | 0.2% | |
| 18 | 4 | 0.2% | |
| 13 | 4 | 0.2% | |
| 37 | 4 | 0.2% | |
| 10 | 4 | 0.2% | |
| 7 | 3 | 0.1% | |
| 69 | 3 | 0.1% | |
| Other values (109) | 127 | 6.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1878 | 92.1% | |
| 1 | 3 | 0.1% | |
| 2 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 4 | 5 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2662 | 1 | 0.0% | |
| 2953 | 1 | 0.0% | |
| 3441 | 1 | 0.0% | |
| 5188 | 1 | 0.0% | |
| 32104 | 1 | 0.0% |
Water_Trans_Cap_Outlay
Numeric
| Distinct count | 706 |
|---|---|
| Unique (%) | 34.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6395.7 |
|---|---|
| Minimum | 0 |
| Maximum | 185362 |
| Zeros (%) | 63.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2463 |
| 95-th percentile | 40310 |
| Maximum | 185362 |
| Range | 185362 |
| Interquartile range | 2463 |
Descriptive statistics
| Standard deviation | 17445 |
|---|---|
| Coef of variation | 2.7276 |
| Kurtosis | 21.756 |
| Mean | 6395.7 |
| MAD | 9676.5 |
| Skewness | 4.206 |
| Sum | 13047132 |
| Variance | 304320000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1296 | 63.5% | |
| 1 | 5 | 0.2% | |
| 2 | 4 | 0.2% | |
| 15 | 4 | 0.2% | |
| 4 | 3 | 0.1% | |
| 2024 | 3 | 0.1% | |
| 18 | 3 | 0.1% | |
| 12108 | 3 | 0.1% | |
| 3548 | 3 | 0.1% | |
| 8054 | 2 | 0.1% | |
| Other values (696) | 714 | 35.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1296 | 63.5% | |
| 1 | 5 | 0.2% | |
| 2 | 4 | 0.2% | |
| 3 | 1 | 0.0% | |
| 4 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 127423 | 1 | 0.0% | |
| 133115 | 1 | 0.0% | |
| 134012 | 1 | 0.0% | |
| 140602 | 1 | 0.0% | |
| 185362 | 1 | 0.0% |
Water_Trans_Construct
Highly correlated
This variable is highly correlated with Water_Trans_Cap_Outlay and should be ignored for analysis
| Correlation | 0.94985 |
|---|
Water_Trans_Current_Exp
Highly correlated
This variable is highly correlated with Water_Trans_Direct_Exp and should be ignored for analysis
| Correlation | 0.96116 |
|---|
Water_Trans_Direct_Exp
Highly correlated
This variable is highly correlated with Water_Trans_Total_Exp and should be ignored for analysis
| Correlation | 0.99735 |
|---|
Water_Trans_IG_Loc_Govts
Numeric
| Distinct count | 322 |
|---|---|
| Unique (%) | 15.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 686.74 |
|---|---|
| Minimum | 0 |
| Maximum | 52883 |
| Zeros (%) | 81.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 3508.3 |
| Maximum | 52883 |
| Range | 52883 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3378.6 |
|---|---|
| Coef of variation | 4.9197 |
| Kurtosis | 100.34 |
| Mean | 686.74 |
| MAD | 1179.9 |
| Skewness | 9.0314 |
| Sum | 1400956 |
| Variance | 11415000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1670 | 81.9% | |
| 30 | 8 | 0.4% | |
| 1780 | 7 | 0.3% | |
| 1500 | 4 | 0.2% | |
| 714 | 4 | 0.2% | |
| 1647 | 4 | 0.2% | |
| 100 | 3 | 0.1% | |
| 1250 | 3 | 0.1% | |
| 610 | 2 | 0.1% | |
| 5642 | 2 | 0.1% | |
| Other values (312) | 333 | 16.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1670 | 81.9% | |
| 4 | 1 | 0.0% | |
| 9 | 1 | 0.0% | |
| 10 | 1 | 0.0% | |
| 11 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34853 | 1 | 0.0% | |
| 42211 | 1 | 0.0% | |
| 45586 | 1 | 0.0% | |
| 48523 | 1 | 0.0% | |
| 52883 | 1 | 0.0% |
Water_Trans_IG_To_Sta
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Water_Trans_Total_Exp
Highly correlated
This variable is highly correlated with Chg_Water_Transport and should be ignored for analysis
| Correlation | 0.92927 |
|---|
Water_Util_Cap_Outlay
Numeric
| Distinct count | 240 |
|---|---|
| Unique (%) | 11.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2451.4 |
|---|---|
| Minimum | 0 |
| Maximum | 217406 |
| Zeros (%) | 87.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5016.5 |
| Maximum | 217406 |
| Range | 217406 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 15578 |
|---|---|
| Coef of variation | 6.3547 |
| Kurtosis | 105.18 |
| Mean | 2451.4 |
| MAD | 4543.3 |
| Skewness | 9.5626 |
| Sum | 5000918 |
| Variance | 242680000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1777 | 87.1% | |
| 14 | 4 | 0.2% | |
| 1 | 4 | 0.2% | |
| 4 | 4 | 0.2% | |
| 36 | 3 | 0.1% | |
| 18 | 3 | 0.1% | |
| 142 | 2 | 0.1% | |
| 94 | 2 | 0.1% | |
| 79 | 2 | 0.1% | |
| 72 | 2 | 0.1% | |
| Other values (230) | 237 | 11.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1777 | 87.1% | |
| 1 | 4 | 0.2% | |
| 2 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 4 | 4 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 188154 | 1 | 0.0% | |
| 194444 | 1 | 0.0% | |
| 197586 | 1 | 0.0% | |
| 217308 | 1 | 0.0% | |
| 217406 | 1 | 0.0% |
Water_Util_Construct
Highly correlated
This variable is highly correlated with Water_Util_Cap_Outlay and should be ignored for analysis
| Correlation | 0.99643 |
|---|
Water_Util_Current_Exp
Numeric
| Distinct count | 450 |
|---|---|
| Unique (%) | 22.1% |
| Missing (%) | 1.2% |
| Missing (n) | 24 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4830.2 |
|---|---|
| Minimum | 0 |
| Maximum | 323910 |
| Zeros (%) | 75.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 26787 |
| Maximum | 323910 |
| Range | 323910 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 21301 |
|---|---|
| Coef of variation | 4.41 |
| Kurtosis | 78.772 |
| Mean | 4830.2 |
| MAD | 8152.9 |
| Skewness | 7.77 |
| Sum | 9737600 |
| Variance | 453740000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1549 | 75.9% | |
| 11247.0 | 3 | 0.1% | |
| 5.0 | 3 | 0.1% | |
| 34825.0 | 2 | 0.1% | |
| 54.0 | 2 | 0.1% | |
| 2768.0 | 2 | 0.1% | |
| 1619.0 | 2 | 0.1% | |
| 243.0 | 2 | 0.1% | |
| 1977.0 | 2 | 0.1% | |
| 1509.0 | 2 | 0.1% | |
| Other values (439) | 447 | 21.9% | |
| (Missing) | 24 | 1.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1549 | 75.9% | |
| 4.0 | 1 | 0.0% | |
| 5.0 | 3 | 0.1% | |
| 9.0 | 1 | 0.0% | |
| 36.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 217474.0 | 1 | 0.0% | |
| 238897.0 | 1 | 0.0% | |
| 242365.0 | 1 | 0.0% | |
| 299413.0 | 1 | 0.0% | |
| 323906.0 | 1 | 0.0% |
Water_Util_Inter_Exp
Numeric
| Distinct count | 179 |
|---|---|
| Unique (%) | 8.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1138 |
|---|---|
| Minimum | 0 |
| Maximum | 88862 |
| Zeros (%) | 90.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4774.3 |
| Maximum | 88862 |
| Range | 88862 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 7194.5 |
|---|---|
| Coef of variation | 6.3221 |
| Kurtosis | 99.602 |
| Mean | 1138 |
| MAD | 2102 |
| Skewness | 9.5508 |
| Sum | 2321520 |
| Variance | 51761000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1840 | 90.2% | |
| 10 | 10 | 0.5% | |
| 11 | 7 | 0.3% | |
| 20 | 3 | 0.1% | |
| 16 | 2 | 0.1% | |
| 11684 | 2 | 0.1% | |
| 1470 | 2 | 0.1% | |
| 86149 | 2 | 0.1% | |
| 404 | 2 | 0.1% | |
| 21232 | 1 | 0.0% | |
| Other values (169) | 169 | 8.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1840 | 90.2% | |
| 7 | 1 | 0.0% | |
| 8 | 1 | 0.0% | |
| 9 | 1 | 0.0% | |
| 10 | 10 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 81071 | 1 | 0.0% | |
| 85949 | 1 | 0.0% | |
| 86149 | 2 | 0.1% | |
| 88060 | 1 | 0.0% | |
| 88862 | 1 | 0.0% |
Water_Util_Total_Exp
Numeric
| Distinct count | 461 |
|---|---|
| Unique (%) | 22.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8362.8 |
|---|---|
| Minimum | 0 |
| Maximum | 342532 |
| Zeros (%) | 76.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 38685 |
| Maximum | 342532 |
| Range | 342532 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 36311 |
|---|---|
| Coef of variation | 4.342 |
| Kurtosis | 40.578 |
| Mean | 8362.8 |
| MAD | 14309 |
| Skewness | 6.1211 |
| Sum | 17060032 |
| Variance | 1318500000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1565 | 76.7% | |
| 5 | 3 | 0.1% | |
| 11247 | 3 | 0.1% | |
| 1949 | 2 | 0.1% | |
| 74 | 2 | 0.1% | |
| 149 | 2 | 0.1% | |
| 141 | 2 | 0.1% | |
| 569 | 2 | 0.1% | |
| 5151 | 2 | 0.1% | |
| 13303 | 2 | 0.1% | |
| Other values (451) | 455 | 22.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1565 | 76.7% | |
| 4 | 1 | 0.0% | |
| 5 | 3 | 0.1% | |
| 9 | 1 | 0.0% | |
| 21 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 320815 | 1 | 0.0% | |
| 322084 | 1 | 0.0% | |
| 323906 | 1 | 0.0% | |
| 332903 | 1 | 0.0% | |
| 342532 | 1 | 0.0% |
Water_Utility_Revenue
Numeric
| Distinct count | 259 |
|---|---|
| Unique (%) | 12.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4107.9 |
|---|---|
| Minimum | 0 |
| Maximum | 243201 |
| Zeros (%) | 86.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 20483 |
| Maximum | 243201 |
| Range | 243201 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 20449 |
|---|---|
| Coef of variation | 4.9781 |
| Kurtosis | 57.868 |
| Mean | 4107.9 |
| MAD | 7412.3 |
| Skewness | 7.1183 |
| Sum | 8380163 |
| Variance | 418180000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1766 | 86.6% | |
| 119 | 4 | 0.2% | |
| 41 | 4 | 0.2% | |
| 2 | 3 | 0.1% | |
| 36 | 2 | 0.1% | |
| 42123 | 2 | 0.1% | |
| 188608 | 2 | 0.1% | |
| 100 | 2 | 0.1% | |
| 94 | 2 | 0.1% | |
| 85 | 2 | 0.1% | |
| Other values (249) | 251 | 12.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1766 | 86.6% | |
| 1 | 2 | 0.1% | |
| 2 | 3 | 0.1% | |
| 7 | 1 | 0.0% | |
| 8 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 193001 | 1 | 0.0% | |
| 206250 | 1 | 0.0% | |
| 217264 | 1 | 0.0% | |
| 222567 | 1 | 0.0% | |
| 243201 | 1 | 0.0% |
Welf_Cash_Cash_Assist
Numeric
| Distinct count | 1283 |
|---|---|
| Unique (%) | 62.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 50029 |
|---|---|
| Minimum | 0 |
| Maximum | 1216483 |
| Zeros (%) | 33.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2086.5 |
| Q3 | 26854 |
| 95-th percentile | 326380 |
| Maximum | 1216483 |
| Range | 1216483 |
| Interquartile range | 26854 |
Descriptive statistics
| Standard deviation | 127410 |
|---|---|
| Coef of variation | 2.5468 |
| Kurtosis | 19.983 |
| Mean | 50029 |
| MAD | 71483 |
| Skewness | 4.029 |
| Sum | 102059548 |
| Variance | 16234000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 677 | 33.2% | |
| 4 | 6 | 0.3% | |
| 6 | 5 | 0.2% | |
| 1 | 5 | 0.2% | |
| 9 | 4 | 0.2% | |
| 180 | 4 | 0.2% | |
| 11 | 4 | 0.2% | |
| 54 | 4 | 0.2% | |
| 5 | 4 | 0.2% | |
| 265 | 3 | 0.1% | |
| Other values (1273) | 1324 | 64.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 677 | 33.2% | |
| 1 | 5 | 0.2% | |
| 2 | 1 | 0.0% | |
| 3 | 2 | 0.1% | |
| 4 | 6 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 956073 | 1 | 0.0% | |
| 1013205 | 1 | 0.0% | |
| 1056917 | 1 | 0.0% | |
| 1195271 | 1 | 0.0% | |
| 1216483 | 1 | 0.0% |
Welf_Cash_IG_Local_Govts
Numeric
| Distinct count | 158 |
|---|---|
| Unique (%) | 7.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 20266 |
|---|---|
| Minimum | 0 |
| Maximum | 3615588 |
| Zeros (%) | 92.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5992.4 |
| Maximum | 3615588 |
| Range | 3615588 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 194400 |
|---|---|
| Coef of variation | 9.5924 |
| Kurtosis | 233.85 |
| Mean | 20266 |
| MAD | 38586 |
| Skewness | 14.514 |
| Sum | 41342293 |
| Variance | 37791000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1882 | 92.3% | |
| 8181 | 2 | 0.1% | |
| 8880 | 1 | 0.0% | |
| 4472 | 1 | 0.0% | |
| 422317 | 1 | 0.0% | |
| 135594 | 1 | 0.0% | |
| 717217 | 1 | 0.0% | |
| 22927 | 1 | 0.0% | |
| 1679746 | 1 | 0.0% | |
| 33150 | 1 | 0.0% | |
| Other values (148) | 148 | 7.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1882 | 92.3% | |
| 3 | 1 | 0.0% | |
| 10 | 1 | 0.0% | |
| 31 | 1 | 0.0% | |
| 58 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3204435 | 1 | 0.0% | |
| 3206250 | 1 | 0.0% | |
| 3327772 | 1 | 0.0% | |
| 3476017 | 1 | 0.0% | |
| 3615588 | 1 | 0.0% |
Welf_Cash_Total_Exp
Numeric
| Distinct count | 1335 |
|---|---|
| Unique (%) | 65.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 70295 |
|---|---|
| Minimum | 0 |
| Maximum | 3615588 |
| Zeros (%) | 31.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2767 |
| Q3 | 33030 |
| 95-th percentile | 406920 |
| Maximum | 3615588 |
| Range | 3615588 |
| Interquartile range | 33030 |
Descriptive statistics
| Standard deviation | 230240 |
|---|---|
| Coef of variation | 3.2753 |
| Kurtosis | 112.17 |
| Mean | 70295 |
| MAD | 101410 |
| Skewness | 8.9591 |
| Sum | 143401841 |
| Variance | 53010000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 637 | 31.2% | |
| 4 | 6 | 0.3% | |
| 1 | 5 | 0.2% | |
| 9 | 4 | 0.2% | |
| 180 | 4 | 0.2% | |
| 6 | 4 | 0.2% | |
| 15 | 3 | 0.1% | |
| 5 | 3 | 0.1% | |
| 19 | 3 | 0.1% | |
| 1818 | 3 | 0.1% | |
| Other values (1325) | 1368 | 67.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 637 | 31.2% | |
| 1 | 5 | 0.2% | |
| 2 | 1 | 0.0% | |
| 3 | 1 | 0.0% | |
| 4 | 6 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3204435 | 1 | 0.0% | |
| 3206250 | 1 | 0.0% | |
| 3327772 | 1 | 0.0% | |
| 3476017 | 1 | 0.0% | |
| 3615588 | 1 | 0.0% |
Welf_Categ_Cash_Assist
Numeric
| Distinct count | 1830 |
|---|---|
| Unique (%) | 89.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 176280 |
|---|---|
| Minimum | 0 |
| Maximum | 1295654 |
| Zeros (%) | 9.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 30746 |
| Median | 89630 |
| Q3 | 213900 |
| 95-th percentile | 721300 |
| Maximum | 1295654 |
| Range | 1295654 |
| Interquartile range | 183160 |
Descriptive statistics
| Standard deviation | 228160 |
|---|---|
| Coef of variation | 1.2943 |
| Kurtosis | 4.8131 |
| Mean | 176280 |
| MAD | 160400 |
| Skewness | 2.1673 |
| Sum | 359618773 |
| Variance | 52059000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 193 | 9.5% | |
| 5000 | 5 | 0.2% | |
| 62049 | 4 | 0.2% | |
| 86258 | 3 | 0.1% | |
| 149675 | 3 | 0.1% | |
| 59638 | 2 | 0.1% | |
| 52457 | 2 | 0.1% | |
| 23393 | 2 | 0.1% | |
| 560296 | 2 | 0.1% | |
| 137774 | 2 | 0.1% | |
| Other values (1820) | 1822 | 89.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 193 | 9.5% | |
| 570 | 1 | 0.0% | |
| 926 | 1 | 0.0% | |
| 1003 | 1 | 0.0% | |
| 1070 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1178319 | 1 | 0.0% | |
| 1225939 | 1 | 0.0% | |
| 1236987 | 1 | 0.0% | |
| 1291353 | 1 | 0.0% | |
| 1295654 | 1 | 0.0% |
Welf_Categ_IG_Loc_Govts
Highly correlated
This variable is highly correlated with Welf_Categ_Total_Exp and should be ignored for analysis
| Correlation | 0.97044 |
|---|
Welf_Categ_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Welf_Categ_Total_Exp
Numeric
| Distinct count | 2026 |
|---|---|
| Unique (%) | 99.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 504810 |
|---|---|
| Minimum | 0 |
| Maximum | 11193652 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18776 |
| Q1 | 61736 |
| Median | 149830 |
| Q3 | 428870 |
| 95-th percentile | 1807000 |
| Maximum | 11193652 |
| Range | 11193652 |
| Interquartile range | 367130 |
Descriptive statistics
| Standard deviation | 1230500 |
|---|---|
| Coef of variation | 2.4375 |
| Kurtosis | 31.342 |
| Mean | 504810 |
| MAD | 568790 |
| Skewness | 5.2529 |
| Sum | 1029805928 |
| Variance | 1514100000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 62049 | 4 | 0.2% | |
| 0 | 3 | 0.1% | |
| 86258 | 3 | 0.1% | |
| 28808 | 2 | 0.1% | |
| 215522 | 2 | 0.1% | |
| 59638 | 2 | 0.1% | |
| 582762 | 2 | 0.1% | |
| 62084 | 2 | 0.1% | |
| 149675 | 2 | 0.1% | |
| 156712 | 2 | 0.1% | |
| Other values (2016) | 2016 | 98.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.1% | |
| 2228 | 1 | 0.0% | |
| 2426 | 1 | 0.0% | |
| 2643 | 1 | 0.0% | |
| 3005 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10561176 | 1 | 0.0% | |
| 10651482 | 1 | 0.0% | |
| 10930015 | 1 | 0.0% | |
| 11118004 | 1 | 0.0% | |
| 11193652 | 1 | 0.0% |
Welf_Ins_Cap_Outlay
Numeric
| Distinct count | 982 |
|---|---|
| Unique (%) | 48.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1499.8 |
|---|---|
| Minimum | 0 |
| Maximum | 197859 |
| Zeros (%) | 29.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 156 |
| Q3 | 901.75 |
| 95-th percentile | 6148.6 |
| Maximum | 197859 |
| Range | 197859 |
| Interquartile range | 901.75 |
Descriptive statistics
| Standard deviation | 6902.8 |
|---|---|
| Coef of variation | 4.6025 |
| Kurtosis | 414.89 |
| Mean | 1499.8 |
| MAD | 2046.5 |
| Skewness | 17.704 |
| Sum | 3059604 |
| Variance | 47649000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 605 | 29.7% | |
| 10 | 11 | 0.5% | |
| 9 | 10 | 0.5% | |
| 1 | 9 | 0.4% | |
| 27 | 8 | 0.4% | |
| 84 | 7 | 0.3% | |
| 16 | 6 | 0.3% | |
| 89 | 6 | 0.3% | |
| 57 | 6 | 0.3% | |
| 4 | 6 | 0.3% | |
| Other values (972) | 1366 | 67.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 605 | 29.7% | |
| 1 | 9 | 0.4% | |
| 2 | 1 | 0.0% | |
| 3 | 3 | 0.1% | |
| 4 | 6 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 43025 | 1 | 0.0% | |
| 95694 | 1 | 0.0% | |
| 102630 | 1 | 0.0% | |
| 126770 | 1 | 0.0% | |
| 197859 | 1 | 0.0% |
Welf_Ins_Construction
Highly correlated
This variable is highly correlated with Welf_Ins_Cap_Outlay and should be ignored for analysis
| Correlation | 0.99533 |
|---|
Welf_Ins_Current_Exp
Highly correlated
This variable is highly correlated with Welf_Ins_Total_Exp and should be ignored for analysis
| Correlation | 0.98236 |
|---|
Welf_Ins_Total_Exp
Numeric
| Distinct count | 1495 |
|---|---|
| Unique (%) | 73.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 20684 |
|---|---|
| Minimum | 0 |
| Maximum | 770618 |
| Zeros (%) | 25.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 8893.5 |
| Q3 | 28622 |
| 95-th percentile | 76412 |
| Maximum | 770618 |
| Range | 770618 |
| Interquartile range | 28622 |
Descriptive statistics
| Standard deviation | 35070 |
|---|---|
| Coef of variation | 1.6955 |
| Kurtosis | 114.92 |
| Mean | 20684 |
| MAD | 21154 |
| Skewness | 7.2379 |
| Sum | 42195104 |
| Variance | 1229900000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 515 | 25.2% | |
| 162 | 4 | 0.2% | |
| 6931 | 3 | 0.1% | |
| 4640 | 2 | 0.1% | |
| 1796 | 2 | 0.1% | |
| 1357 | 2 | 0.1% | |
| 2818 | 2 | 0.1% | |
| 5125 | 2 | 0.1% | |
| 8880 | 2 | 0.1% | |
| 4554 | 2 | 0.1% | |
| Other values (1485) | 1504 | 73.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 515 | 25.2% | |
| 1 | 2 | 0.1% | |
| 5 | 1 | 0.0% | |
| 9 | 1 | 0.0% | |
| 10 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 276348 | 1 | 0.0% | |
| 280200 | 1 | 0.0% | |
| 315590 | 1 | 0.0% | |
| 350235 | 1 | 0.0% | |
| 770618 | 1 | 0.0% |
Welf_NEC_Cap_Outlay
Numeric
| Distinct count | 1680 |
|---|---|
| Unique (%) | 82.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5395.4 |
|---|---|
| Minimum | 0 |
| Maximum | 108149 |
| Zeros (%) | 1.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 64 |
| Q1 | 494 |
| Median | 1754 |
| Q3 | 5163.8 |
| 95-th percentile | 25132 |
| Maximum | 108149 |
| Range | 108149 |
| Interquartile range | 4669.8 |
Descriptive statistics
| Standard deviation | 10208 |
|---|---|
| Coef of variation | 1.892 |
| Kurtosis | 23.369 |
| Mean | 5395.4 |
| MAD | 5900.3 |
| Skewness | 4.1524 |
| Sum | 11006686 |
| Variance | 104200000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 32 | 1.6% | |
| 43 | 5 | 0.2% | |
| 119 | 5 | 0.2% | |
| 93 | 5 | 0.2% | |
| 249 | 4 | 0.2% | |
| 175 | 4 | 0.2% | |
| 230 | 4 | 0.2% | |
| 282 | 4 | 0.2% | |
| 467 | 4 | 0.2% | |
| 61 | 4 | 0.2% | |
| Other values (1670) | 1969 | 96.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 32 | 1.6% | |
| 1 | 1 | 0.0% | |
| 2 | 1 | 0.0% | |
| 4 | 2 | 0.1% | |
| 5 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 76404 | 1 | 0.0% | |
| 77771 | 1 | 0.0% | |
| 94587 | 1 | 0.0% | |
| 96579 | 1 | 0.0% | |
| 108149 | 1 | 0.0% |
Welf_NEC_Construction
Numeric
| Distinct count | 659 |
|---|---|
| Unique (%) | 32.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1386.7 |
|---|---|
| Minimum | 0 |
| Maximum | 72820 |
| Zeros (%) | 44.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 246 |
| 95-th percentile | 6335.3 |
| Maximum | 72820 |
| Range | 72820 |
| Interquartile range | 246 |
Descriptive statistics
| Standard deviation | 5903.2 |
|---|---|
| Coef of variation | 4.2569 |
| Kurtosis | 64.604 |
| Mean | 1386.7 |
| MAD | 2239.9 |
| Skewness | 7.4034 |
| Sum | 2828947 |
| Variance | 34848000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 904 | 44.3% | |
| 1 | 29 | 1.4% | |
| 2 | 20 | 1.0% | |
| 5 | 20 | 1.0% | |
| 3 | 19 | 0.9% | |
| 4 | 15 | 0.7% | |
| 10 | 13 | 0.6% | |
| 9 | 13 | 0.6% | |
| 22 | 13 | 0.6% | |
| 8 | 12 | 0.6% | |
| Other values (649) | 982 | 48.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 904 | 44.3% | |
| 1 | 29 | 1.4% | |
| 2 | 20 | 1.0% | |
| 3 | 19 | 0.9% | |
| 4 | 15 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 64265 | 1 | 0.0% | |
| 64268 | 1 | 0.0% | |
| 66584 | 1 | 0.0% | |
| 68225 | 1 | 0.0% | |
| 72820 | 1 | 0.0% |
Welf_NEC_Current_Exp
Highly correlated
This variable is highly correlated with Welf_NEC_Direct_Expend and should be ignored for analysis
| Correlation | 0.99988 |
|---|
Welf_NEC_Direct_Expend
Numeric
| Distinct count | 2039 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 482780 |
|---|---|
| Minimum | 17 |
| Maximum | 5878710 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 34807 |
| Q1 | 113570 |
| Median | 258810 |
| Q3 | 608560 |
| 95-th percentile | 1580100 |
| Maximum | 5878710 |
| Range | 5878693 |
| Interquartile range | 494990 |
Descriptive statistics
| Standard deviation | 626490 |
|---|---|
| Coef of variation | 1.2977 |
| Kurtosis | 15.248 |
| Mean | 482780 |
| MAD | 406020 |
| Skewness | 3.2852 |
| Sum | 984877609 |
| Variance | 392490000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 207153 | 2 | 0.1% | |
| 59391 | 1 | 0.0% | |
| 359393 | 1 | 0.0% | |
| 781657 | 1 | 0.0% | |
| 691913 | 1 | 0.0% | |
| 207507 | 1 | 0.0% | |
| 1384213 | 1 | 0.0% | |
| 169314 | 1 | 0.0% | |
| 64867 | 1 | 0.0% | |
| 587112 | 1 | 0.0% | |
| Other values (2029) | 2029 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.0% | |
| 5670 | 1 | 0.0% | |
| 7319 | 1 | 0.0% | |
| 9583 | 1 | 0.0% | |
| 10022 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4696778 | 1 | 0.0% | |
| 4890831 | 1 | 0.0% | |
| 5196832 | 1 | 0.0% | |
| 5295156 | 1 | 0.0% | |
| 5878710 | 1 | 0.0% |
Welf_NEC_IG_Local_Govts
Highly correlated
This variable is highly correlated with Welf_NEC_Total_Expend and should be ignored for analysis
| Correlation | 0.96699 |
|---|
Welf_NEC_IG_To_State
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Welf_NEC_Total_Expend
Highly correlated
This variable is highly correlated with Prot_Insp_Current_Exp and should be ignored for analysis
| Correlation | 0.95703 |
|---|
| Distinct count | 51 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 905.88 |
|---|---|
| Minimum | 0 |
| Maximum | 207397 |
| Zeros (%) | 97.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 207397 |
| Range | 207397 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 8648.8 |
|---|---|
| Coef of variation | 9.5475 |
| Kurtosis | 242.23 |
| Mean | 905.88 |
| MAD | 1767.3 |
| Skewness | 14.004 |
| Sum | 1847985 |
| Variance | 74802000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1990 | 97.5% | |
| 2492 | 1 | 0.0% | |
| 49906 | 1 | 0.0% | |
| 8942 | 1 | 0.0% | |
| 6888 | 1 | 0.0% | |
| 41696 | 1 | 0.0% | |
| 6782 | 1 | 0.0% | |
| 47704 | 1 | 0.0% | |
| 207397 | 1 | 0.0% | |
| 8675 | 1 | 0.0% | |
| Other values (41) | 41 | 2.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1990 | 97.5% | |
| 2076 | 1 | 0.0% | |
| 2376 | 1 | 0.0% | |
| 2492 | 1 | 0.0% | |
| 3975 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 92606 | 1 | 0.0% | |
| 105769 | 1 | 0.0% | |
| 110692 | 1 | 0.0% | |
| 136186 | 1 | 0.0% | |
| 207397 | 1 | 0.0% |
Welf_Vend_Pmts_Medical
Highly correlated
This variable is highly correlated with Public_Welf_Current_Exp and should be ignored for analysis
| Correlation | 0.99268 |
|---|
Welf_Vend_Pmts_NEC
Numeric
| Distinct count | 1307 |
|---|---|
| Unique (%) | 64.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 71114 |
|---|---|
| Minimum | 0 |
| Maximum | 1524685 |
| Zeros (%) | 33.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 6715 |
| Q3 | 52348 |
| 95-th percentile | 292610 |
| Maximum | 1524685 |
| Range | 1524685 |
| Interquartile range | 52348 |
Descriptive statistics
| Standard deviation | 192360 |
|---|---|
| Coef of variation | 2.7049 |
| Kurtosis | 24.213 |
| Mean | 71114 |
| MAD | 94941 |
| Skewness | 4.6925 |
| Sum | 145072819 |
| Variance | 37002000000 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 674 | 33.0% | |
| 1 | 8 | 0.4% | |
| 6 | 5 | 0.2% | |
| 106140 | 4 | 0.2% | |
| 35 | 3 | 0.1% | |
| 182617 | 3 | 0.1% | |
| 159 | 3 | 0.1% | |
| 800 | 3 | 0.1% | |
| 22 | 3 | 0.1% | |
| 643 | 3 | 0.1% | |
| Other values (1297) | 1331 | 65.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 674 | 33.0% | |
| 1 | 8 | 0.4% | |
| 2 | 1 | 0.0% | |
| 4 | 1 | 0.0% | |
| 6 | 5 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1422230 | 1 | 0.0% | |
| 1432140 | 1 | 0.0% | |
| 1456469 | 1 | 0.0% | |
| 1490744 | 1 | 0.0% | |
| 1524685 | 1 | 0.0% |
Year
Numeric
| Distinct count | 40 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1996.5 |
|---|---|
| Minimum | 1977 |
| Maximum | 2016 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1977 |
|---|---|
| 5-th percentile | 1979 |
| Q1 | 1986.8 |
| Median | 1996.5 |
| Q3 | 2006.2 |
| 95-th percentile | 2014 |
| Maximum | 2016 |
| Range | 39 |
| Interquartile range | 19.5 |
Descriptive statistics
| Standard deviation | 11.546 |
|---|---|
| Coef of variation | 0.0057832 |
| Kurtosis | -1.2015 |
| Mean | 1996.5 |
| MAD | 10 |
| Skewness | 0 |
| Sum | 4072860 |
| Variance | 133.32 |
| Memory size | 16.0 KiB |
| Value | Count | Frequency (%) | |
| 2016 | 51 | 2.5% | |
| 2015 | 51 | 2.5% | |
| 1994 | 51 | 2.5% | |
| 1993 | 51 | 2.5% | |
| 1992 | 51 | 2.5% | |
| 1991 | 51 | 2.5% | |
| 1990 | 51 | 2.5% | |
| 1989 | 51 | 2.5% | |
| 1988 | 51 | 2.5% | |
| 1987 | 51 | 2.5% | |
| Other values (30) | 1530 | 75.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1977 | 51 | 2.5% | |
| 1978 | 51 | 2.5% | |
| 1979 | 51 | 2.5% | |
| 1980 | 51 | 2.5% | |
| 1981 | 51 | 2.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2012 | 51 | 2.5% | |
| 2013 | 51 | 2.5% | |
| 2014 | 51 | 2.5% | |
| 2015 | 51 | 2.5% | |
| 2016 | 51 | 2.5% |
Correlations
